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Kimura T, Mizumoto T, Torii Y, Ohno M, Higashino T, Yagi Y. Comparison of the effects of indoor and outdoor exercise on creativity: an analysis of EEG alpha power. Front Psychol 2023; 14:1161533. [PMID: 37546462 PMCID: PMC10400450 DOI: 10.3389/fpsyg.2023.1161533] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 07/02/2023] [Indexed: 08/08/2023] Open
Abstract
Previous research finds that natural environments and exercise enhance creativity. In this within-subjects design study, we examined the influence of outdoor exercise that combined a natural environment with exercise on creativity compared to an indoor exercise control condition by analyzing cognitive activities related to creativity. The participants performed an Alternative Uses Test (AUT), in which ordinary objects are presented to the participants (e.g., a brick), to prompt as many ideas for alternative uses as possible, which are transformed into a creativity score, after indoor running and outdoor running. During the test, brain activity was recorded using electroencephalography (EEG) and a short version flow state scale (FSS) was completed after the experiment. Results showed that while AUT scores did not significantly differ between conditions, alpha band activity at the parietal occipital region involved in divergent creativity increased during the AUT after outdoor exercise while it did not during the AUT after indoor exercise. In addition, FSS scores for positive emotional experience and absorption were higher after outdoor exercise than after indoor exercise. Our results from the FSS suggest that exercise in a natural environment is perceived subjectively differently from indoor exercise, participants report greater experiences of flow compared to indoor exercise, and the EEG measures objectively indicate enhanced cognitive activity in a creativity task after outdoor exercise. This study suggests that outdoor exercise increases neuronal activity in brain regions related to creativity. Further research is needed to understand how this can lead to increased creativity.
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Affiliation(s)
- Tsukasa Kimura
- SANKEN (The Institute of Scientific and Industrial Research), Osaka University, Osaka, Japan
| | - Teruhiro Mizumoto
- Graduate School of Information Science and Technology, Osaka University, Osaka, Japan
| | | | | | - Teruo Higashino
- Graduate School of Information Science and Technology, Osaka University, Osaka, Japan
- Faculty of Engineering, Kyoto Tachibana University, Kyoto, Japan
| | - Yasushi Yagi
- SANKEN (The Institute of Scientific and Industrial Research), Osaka University, Osaka, Japan
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2
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Valesi R, Gabrielli G, Zito M, Bellati M, Bilucaglia M, Caponetto A, Fici A, Galanto A, Falcone MG, Russo V. From Coaching to Neurocoaching: A Neuroscientific Approach during a Coaching Session to Assess the Relational Dynamics between Coach and Coachee-A Pilot Study. Behav Sci (Basel) 2023; 13:596. [PMID: 37504044 PMCID: PMC10376351 DOI: 10.3390/bs13070596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 07/29/2023] Open
Abstract
Life transitions represent moments characterized by changes that can profoundly influence individual life trajectories and subjective well-being. Recently, career coaching has become an important method of helping people expand their self-awareness, facilitate personal development, and increase their performance in the school-to-work transition. Although previous studies have confirmed that one of the most important keys to the success of a coaching program is the quality of the relationship between coach and coachee, there is a lack of knowledge regarding how to objectively measure it. In this pilot study, we adopted a neuroscientific approach to introduce objective measures of the relationship between coach and coachee through the phases of a coaching session. A sample of 14 university students and a professional coach participated in career-coaching sessions while their affective states were measured by recording brain (EEG) and physiological (Skin conductance) activity. Electroencephalographic indicators of valence, arousal, and engagement showed differences between session phases, highlighting the possibility of a neurophysiological measurement of relational dynamics. Our results provide initial evidence that neurophysiological activity can be considered a way to understand differences in the coach-coachee relationship, thereby providing information on the effectiveness of coaching interventions and facilitating a better life transition from school to work.
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Affiliation(s)
- Riccardo Valesi
- Department of Management, University of Bergamo, 24129 Bergamo, Italy
| | - Giorgio Gabrielli
- Department of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, 20143 Milan, Italy
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Margherita Zito
- Department of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, 20143 Milan, Italy
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Mara Bellati
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Marco Bilucaglia
- Department of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, 20143 Milan, Italy
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Alessia Caponetto
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Alessandro Fici
- Department of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, 20143 Milan, Italy
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
| | - Annarita Galanto
- Skillmatch-Insubria Group, Università Carlo Cattaneo-LIUC, 21053 Castellanza, Italy
| | | | - Vincenzo Russo
- Department of Business, Law, Economics and Consumer Behaviour "Carlo A. Ricciardi", Università IULM, 20143 Milan, Italy
- Behavior and Brain Lab IULM-Neuromarketing Research Center, Università IULM, 20143 Milan, Italy
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3
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Ramirez-Melendez R, Reija X. The Creative Drummer: An EEG-Based Pilot Study on the Correlates of Emotions and Creative Drum Playing. Brain Sci 2023; 13:brainsci13010088. [PMID: 36672069 PMCID: PMC9856948 DOI: 10.3390/brainsci13010088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/16/2022] [Accepted: 12/28/2022] [Indexed: 01/04/2023] Open
Abstract
It is reasonable to assume that emotional processes are involved in creative tasks and the generation of creative ideas. In this pilot study, we investigate the emotional correlates in professional drummers during different degrees of creative music playing. Ten participants performed three tasks: repetitive rhythmic drum playing, pattern-based improvisation, and attention-intensive free improvisation, while their EEG activity was recorded. Arousal and valence levels were estimated from the EEG data at baseline and for the three tasks. Results show significantly increased levels of valence (i.e., increased prefrontal right alpha power compared to prefrontal left alpha power) during pattern-based and free improvisation relative to baseline, and significantly increased levels of valence during free improvisation relative to pattern-based improvisation. These results seem to indicate that positive emotion (characterized as increased valence) is associated with the creation of original ideas in drum playing and that the freer the creative process, the greater the positive effect. The implication of these results may be of particular relevance in the fields of music-based therapeutic interventions and music pedagogy.
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Functional brain activation patterns of creative metacognitive monitoring. Neuropsychologia 2022; 177:108416. [PMID: 36343705 DOI: 10.1016/j.neuropsychologia.2022.108416] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 10/28/2022] [Accepted: 11/02/2022] [Indexed: 11/06/2022]
Abstract
Creative metacognitive monitoring represents the ability to accurately evaluate the quality of own ideas during idea generation. To the best of our knowledge, this study presents the first EEG investigation of creative metacognitive monitoring in the brain, using data, of 100 participants, who generated single, original uses of common objects (alternate uses task). After each response, participants subjectively rated the creative quality of their idea. Additionally, five independent external judges rated the creative quality of all ideas. The correspondence between the subjective and the external performance ratings served as a measure of monitoring accuracy. We applied a generalized linear mixed effects model to investigate effects of creative metacognitive monitoring and creative potential on EEG activity in the alpha band at idea and person level. Participants with both higher monitoring skills and higher creative potential showed stronger alpha power decreases at parietal/occipital sites during creative idea generation and evaluation. Interestingly, only more creative people with lower metacognitive monitoring skills showed the expected alpha power increases at parietal/occipital sites during both phases. Furthermore, metacognitive monitoring skills were associated with lower frontal and temporal/central alpha power during idea evaluation (compared to generation) at the person level. This pattern of findings seems to suggest that less internal attention, less memory load, and increased sensory processing are associated with more effective and accurate monitoring of the creative process. This study sheds first light on the brain mechanisms underlying the interplay of creative metacognitive monitoring skills and creative potential.
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Lau ZJ, Pham T, Chen SHA, Makowski D. Brain entropy, fractal dimensions and predictability: A review of complexity measures for EEG in healthy and neuropsychiatric populations. Eur J Neurosci 2022; 56:5047-5069. [PMID: 35985344 PMCID: PMC9826422 DOI: 10.1111/ejn.15800] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/20/2022] [Accepted: 08/10/2022] [Indexed: 01/11/2023]
Abstract
There has been an increasing trend towards the use of complexity analysis in quantifying neural activity measured by electroencephalography (EEG) signals. On top of revealing complex neuronal processes of the brain that may not be possible with linear approaches, EEG complexity measures have also demonstrated their potential as biomarkers of psychopathology such as depression and schizophrenia. Unfortunately, the opacity of algorithms and descriptions originating from mathematical concepts have made it difficult to understand what complexity is and how to draw consistent conclusions when applied within psychology and neuropsychiatry research. In this review, we provide an overview and entry-level explanation of existing EEG complexity measures, which can be broadly categorized as measures of predictability and regularity. We then synthesize complexity findings across different areas of psychological science, namely, in consciousness research, mood and anxiety disorders, schizophrenia, neurodevelopmental and neurodegenerative disorders, as well as changes across the lifespan, while addressing some theoretical and methodological issues underlying the discrepancies in the data. Finally, we present important considerations when choosing and interpreting these metrics.
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Affiliation(s)
- Zen J. Lau
- School of Social SciencesNanyang Technological UniversitySingapore
| | - Tam Pham
- School of Social SciencesNanyang Technological UniversitySingapore
| | - S. H. Annabel Chen
- School of Social SciencesNanyang Technological UniversitySingapore,Centre for Research and Development in LearningNanyang Technological UniversitySingapore,Lee Kong Chian School of MedicineNanyang Technological UniversitySingapore,National Institute of EducationNanyang Technological UniversitySingapore
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6
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Gubler DA, Rominger C, Grosse Holtforth M, Egloff N, Frickmann F, Goetze B, Harnik M, Streitberger K, Zeiss S, Troche SJ. The impact of chronic pain on creative ideation: An examination of the underlying attention-related psychophysiological mechanisms. Eur J Pain 2022; 26:1768-1780. [PMID: 35761767 PMCID: PMC9544945 DOI: 10.1002/ejp.2000] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 05/23/2022] [Accepted: 06/19/2022] [Indexed: 12/04/2022]
Abstract
Background Attentional deficits in patients with chronic pain are common and well studied. Yet, few studies have examined the effects of chronic pain on more complex cognitive abilities that rely on well‐functioning attentional systems. With the current study, we aimed to investigate whether the impact of chronic pain on attention affects creative ideation as measured with an adaptation of the alternate uses task (AUT). Methods Performance in the AUT was compared between 33 patients suffering from chronic pain and 33 healthy matched controls. While solving the task, EEG was recorded to measure the degree of internally directed attention assessed by means of task‐related power (TRP) changes. Results The results revealed that patients with chronic pain generated less creative ideas than healthy controls. This lack of performance was accompanied by lower event‐related synchronization (ERS), especially in right parietal sites. Furthermore, these ERS differences explained one‐third of the inter‐group variance in AUT performance. Conclusions These results suggest that performance decrements in creative ideation in patients with chronic pain may be at least partly attributable to attentional impairments associated with chronic pain. Significance Chronic pain negatively affects attention and more complex cognitive abilities. However, the underlying psychophysiological mechanisms and the role of attention as a source of these impairments in more complex abilities are poorly understood. By analyzing task‐related power changes in the EEG, the role of internal attention in creative ideation could be determined, revealing the functional relationship between chronic pain, attention, and a more complex cognitive ability.
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Affiliation(s)
| | | | - Martin Grosse Holtforth
- Department of Psychology, University of Bern, Bern, Switzerland.,Division of Psychosomatic Medicine, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Niklaus Egloff
- Division of Psychosomatic Medicine, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | | | | | - Michael Harnik
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Konrad Streitberger
- Department of Anaesthesiology and Pain Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Stephan Zeiss
- Division of Psychosomatic Medicine, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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Hu Y, Ouyang J, Wang H, Zhang J, Liu A, Min X, Du X. Design Meets Neuroscience: An Electroencephalogram Study of Design Thinking in Concept Generation Phase. Front Psychol 2022; 13:832194. [PMID: 35310227 PMCID: PMC8928580 DOI: 10.3389/fpsyg.2022.832194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/09/2022] [Indexed: 11/25/2022] Open
Abstract
Extant research on design thinking is subjective and limited. This manuscript combines protocol analysis and electroencephalogram (EEG) to read design thoughts in the core design activities of concept generation phase. The results suggest that alpha band power had event related synchronization (ERS) in the scenario task and divergent thinking occupies a dominant position. However, it had event related desynchronization (ERD) in analogy and inference activities, etc., and it is stronger for mental pressure and exercised cognitive processing. In addition, the parietooccipital area differs significantly from other brain areas in most design activities. This study explores the relationship of different design thinking and EEG data, which is innovative and professional in the field of design, providing a more objective data basis and evaluation method for future applied research and diverse educational practices.
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Affiliation(s)
- Ying Hu
- School of Design, Hunan University, Changsha, China
| | | | - Huazhen Wang
- School of Design, Hunan University, Changsha, China
| | - Juan Zhang
- School of Statistics, Capital University of Economics and Business, Beijing, China
| | - An Liu
- College of Furniture and Design, Central South University of Forestry and Technology, Changsha, China
| | - Xiaolei Min
- School of Design, Hunan University, Changsha, China
| | - Xing Du
- School of Design, Hunan University, Changsha, China
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8
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Eymann V, Beck AK, Jaarsveld S, Lachmann T, Czernochowski D. Alpha oscillatory evidence for shared underlying mechanisms of creativity and fluid intelligence above and beyond working memory-related activity. INTELLIGENCE 2022. [DOI: 10.1016/j.intell.2022.101630] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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9
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Aguerre NV, Gómez-Ariza CJ, Ibáñez-Molina AJ, Bajo MT. Electrophysiological Prints of Grit. Front Psychol 2021; 12:730172. [PMID: 34721192 PMCID: PMC8551368 DOI: 10.3389/fpsyg.2021.730172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 09/09/2021] [Indexed: 11/13/2022] Open
Abstract
While scientific interest in understanding the grit trait has grown exponentially in recent years, one important gap in the grit literature relates to its biological and neural substrate. In the present study, we adopted a hypotheses-driven approach in a large sample of young adults (N = 120) with diverse educational backgrounds and work experiences in order to investigate the electrophysiological correlates of grit both during rest and while performing a learning task. Additionally, we selected a measure of impulsiveness to better understand the neural similarities and differences between grit and related self-control constructs. Based on previous work that implicated the prefrontal cortex in grit, we hypothesized that high grit participants would have lower frontal theta/beta ratio (a broadly used index that reflects prefrontally-mediated top-down processes, which might indicate better control over subcortical information). Furthermore, we expected the perseverance of effort facet of grit to be linked to higher complexity during task engagement because previous research has shown complexity indexes (entropy and fractal dimension) to be linked to effort while performing cognitive tasks. Our results revealed that although there were no differences at rest as a function of grit, the participants with high grit and high consistency of interest scores exhibited lower frontal theta/beta ratios during the learning task. This pattern suggests that individual differences in grit might be more evident when top-down control processes are at work. Furthermore, there was a positive association between perseverance of effort and entropy at task, which might indicate more effort and engagement in the task. Finally, no association was found between the neural indexes (frontal theta/beta ratio, entropy, or fractal dimension) and impulsiveness, neither impulsiveness mediated between grit and brain measures. Finally, when controlling for impulsiveness and demographic variables (gender, age, education, and work experience) the effects at the facet level remained statistically significant. While there is still a long way to fully understand the neural mechanisms of grit, the present work constitutes a step toward unveiling the electrophysiological prints of grit.
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Affiliation(s)
- Nuria V. Aguerre
- Department of Experimental Psychology—Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
| | | | | | - M. Teresa Bajo
- Department of Experimental Psychology—Mind, Brain and Behavior Research Center (CIMCYC), University of Granada, Granada, Spain
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10
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Shamsi E, Ahmadi-Pajouh MA, Seifi Ala T. Higuchi fractal dimension: An efficient approach to detection of brain entrainment to theta binaural beats. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102580] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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11
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Alperin BR, Christoff K, Mills C, Karalunas SL. More than off-task: Increased freely-moving thought in ADHD. Conscious Cogn 2021; 93:103156. [PMID: 34119895 DOI: 10.1016/j.concog.2021.103156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 05/24/2021] [Accepted: 05/26/2021] [Indexed: 11/19/2022]
Abstract
Off-task thought has been found to occur at high rates and is related to impairment in ADHD. However, off-task thought is heterogenous and it remains unclear which specific dimensions of off-task thought are more prevalent in this disorder. It is therefore important to dissociate different aspects of off-task thought in order to better understand the mechanisms underlying impairment. The current study focused on the dimension of constrained (focused) to freely moving off-task thought. Self-report and neurophysiological measures during a computerized attention tasks provided convergent evidence that individuals with ADHD not only have more off-task thought than those without, but also engaged in a greater proportion of freely moving off-task thought than non-ADHD controls. Overall, this work demonstrated differences in both the quantity and type of off-task thought in adults with ADHD. It provides novel insight into both the phenomenology of off-task thought, as well as potential mechanisms underlying impairment in ADHD.
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Affiliation(s)
| | - Kalina Christoff
- Department of Psychology, University of British Columbia, Canada
| | - Caitlin Mills
- Department of Psychology, University of New Hampshire, United States
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12
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Clustering and switching in divergent thinking: Neurophysiological correlates underlying flexibility during idea generation. Neuropsychologia 2021; 158:107890. [PMID: 34010602 DOI: 10.1016/j.neuropsychologia.2021.107890] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 03/01/2021] [Accepted: 05/12/2021] [Indexed: 12/31/2022]
Abstract
EEG alpha synchronization, especially in posterior parietal cortical regions of the right hemisphere, is indicative of high internal processing demands that are typically involved in divergent thinking (DT). During the course of DT, as ideation proceeds, ideas tend to become more creative, being more likely to be drawn from new conceptual categories through the use of the cognitive mechanism of flexibility. The present study investigated whether EEG alpha synchronization can be modulated by flexibility in DT by comparing cortical activation patterns during the switch of category (switching) and the stay in the same category (clustering). Twenty participants were required to generate alternative uses of everyday objects during EEG recording. Differential results were specifically found in the lower alpha band (8-10 Hz): whereas clustering showed synchronization typically lateralized in the right posterior parietal areas, switching induced posterior parietal synchronization over both right and left hemispheres. These findings indicate that the two distinct cognitive mechanisms subsuming flexibility (switching and clustering) are associated with a different hemispheric modulation of lower alpha activity, as switching, in comparison to clustering, is related to higher power in the lower alpha band over the left hemisphere. Switching in comparison to clustering may thus require a larger investment of cognitive resources due to the exploratory process of moving from one semantic conceptual category to another in the course of creative ideation.
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13
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Yazdi-Ravandi S, Mohammadi Arezooji D, Matinnia N, Shamsaei F, Ahmadpanah M, Ghaleiha A, Khosrowabadi R. Complexity of information processing in obsessive-compulsive disorder based on fractal analysis of EEG signal. EXCLI JOURNAL 2021; 20:462-654. [PMID: 33883976 PMCID: PMC8056057 DOI: 10.17179/excli2020-2783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 03/09/2021] [Indexed: 11/24/2022]
Abstract
The human brain is considered as a self-organizing system with self-similarities at various temporal and spatial scales called "fractals". In this scale-free system, it is possible to decode the complexity of information processing using fractal behavior. For instance, the complexity of information processing in the brain can be evaluated by fractal dimensions (FDs). However, it is unclear how over-elaboration of information processing impacts the dimensionality of its fractal behavior. In this study, we hypothesized that FDs of electroencephalogram (EEG) in obsessive-compulsive disorder (OCD) should be higher than healthy controls (HCs) because of exaggeration of information processing mainly in the frontal regions. Therefore, a group of 39 OCDs (age: 34.76±8.22, 25 female, 3 left-handed) and 19 HCs (age: 31.94±8.22, 11 female, 1 left-handed) were recruited and their brain activities were recorded using a 19-channel EEG recorder in the eyes-open resting-state condition. Subsequently, fractal dimensions of the cleaned EEG data were calculated using Katz's method in a frequency band-specific manner. After the test of normality, significant changes in the OCDs as compared to the HCs were calculated using a two-sample t-test. OCDs showed higher FDs in the frontal regions in all frequency bands as compared to HCs. Although, significant increases were only observed in the beta and lower gamma bands, mainly at the high beta. Interestingly, neurophysiological findings also show association with severity of obsessive behaviors. The results demonstrate that complexity of information processing in the brain follows an intimate nature of structural and functional impairments of the brain in OCD.
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Affiliation(s)
- Saeid Yazdi-Ravandi
- Behavioral Disorders and Substance Abuse Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | | | - Nasrin Matinnia
- Department of Nursing, College of Basic Science, Hamadan Branch, Islamic Azad University, Hamadan, Iran
| | - Farshid Shamsaei
- Behavioral Disorders and Substance Abuse Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Mohammad Ahmadpanah
- Behavioral Disorders and Substance Abuse Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Ali Ghaleiha
- Behavioral Disorders and Substance Abuse Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Reza Khosrowabadi
- Institute for Cognitive and Brain Sciences, Shahid Beheshti University GC, Tehran, Iran
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Beppi C, Ribeiro Violante I, Scott G, Sandrone S. EEG, MEG and neuromodulatory approaches to explore cognition: Current status and future directions. Brain Cogn 2021; 148:105677. [PMID: 33486194 DOI: 10.1016/j.bandc.2020.105677] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 12/26/2020] [Accepted: 12/27/2020] [Indexed: 01/04/2023]
Abstract
Neural oscillations and their association with brain states and cognitive functions have been object of extensive investigation over the last decades. Several electroencephalography (EEG) and magnetoencephalography (MEG) analysis approaches have been explored and oscillatory properties have been identified, in parallel with the technical and computational advancement. This review provides an up-to-date account of how EEG/MEG oscillations have contributed to the understanding of cognition. Methodological challenges, recent developments and translational potential, along with future research avenues, are discussed.
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Affiliation(s)
- Carolina Beppi
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland; Department of Neurology, University Hospital Zurich and University of Zurich, Zurich, Switzerland; Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich, Switzerland.
| | - Inês Ribeiro Violante
- Computational, Cognitive and Clinical Neuroscience Laboratory (C3NL), Department of Brain Sciences, Imperial College London, London, United Kingdom; School of Psychology, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom.
| | - Gregory Scott
- Computational, Cognitive and Clinical Neuroscience Laboratory (C3NL), Department of Brain Sciences, Imperial College London, London, United Kingdom.
| | - Stefano Sandrone
- Computational, Cognitive and Clinical Neuroscience Laboratory (C3NL), Department of Brain Sciences, Imperial College London, London, United Kingdom.
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15
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Mei P, Ding G, Jin Q, Zhang F, Jiao Y. Quantum-Based Creative Generation Method for a Dancing Robot. Front Neurorobot 2020; 14:559366. [PMID: 33335481 PMCID: PMC7736631 DOI: 10.3389/fnbot.2020.559366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 09/11/2020] [Indexed: 12/04/2022] Open
Abstract
In this paper, we propose a creative generation process model based on the quantum modeling simulation method. This model is mainly aimed at generating the running trajectory of a dancing robot and the execution plan of the dancing action. First, we used digital twin technology to establish data mapping between the robot and the computer simulation environment to realize intelligent controllability of the robot's trajectory and the dance movements described in this paper. Second, we conducted many experiments and carried out a lot of research into information retrieval, information fidelity, and result evaluation. We constructed a multilevel three-dimensional spatial quantum knowledge map (M-3DQKG) based on the coherence and entangled states of quantum modeling and simulation. Combined with dance videos, we used regions with convolutional neural networks (R-CNNs) to extract character bones and movement features to form a movement library. We used M-3DQKG to quickly retrieve information from the knowledge base, action library, and database, and then the system generated action models through a holistically nested edge detection (HED) network. The system then rendered scenes that matched the actions through generative adversarial networks (GANs). Finally, the scene and dance movements were integrated, and the creative generation process was completed. This paper also proposes the creativity generation coefficient as a means of evaluating the results of the creative process, combined with artificial brain electroenchalographic data to assist in evaluating the degree of agreement between creativity and needs. This paper aims to realize the automation and intelligence of the creative generation process and improve the creative generation effect and usability of dance movements. Experiments show that this paper has significantly improved the efficiency of knowledge retrieval and the accuracy of knowledge acquisition, and can generate unique and practical dance moves. The robot's trajectory is novel and changeable, and can meet the needs of dance performances in different scenes. The creative generation process of dancing robots combined with deep learning and quantum technology is a required field for future development, and could provide a considerable boost to the progress of human society.
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Affiliation(s)
- Peng Mei
- Digital Performance and Simulation Technology, School of Computer Science & Technology, Beijing Institute of Technology, Beijing, China
| | - GangYi Ding
- Digital Performance and Simulation Technology, School of Computer Science & Technology, Beijing Institute of Technology, Beijing, China
| | - QianKun Jin
- Digital Performance and Simulation Technology, School of Computer Science & Technology, Beijing Institute of Technology, Beijing, China
| | - FuQuan Zhang
- Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China
| | - YangFan Jiao
- Beijing Wanshide Technology Co., Ltd., Beijing, China
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16
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Metacontrol of human creativity: The neurocognitive mechanisms of convergent and divergent thinking. Neuroimage 2020; 210:116572. [DOI: 10.1016/j.neuroimage.2020.116572] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 12/04/2019] [Accepted: 01/17/2020] [Indexed: 12/12/2022] Open
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17
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Rogala J, Kublik E, Krauz R, Wróbel A. Resting-state EEG activity predicts frontoparietal network reconfiguration and improved attentional performance. Sci Rep 2020; 10:5064. [PMID: 32193502 PMCID: PMC7081192 DOI: 10.1038/s41598-020-61866-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 03/05/2020] [Indexed: 12/21/2022] Open
Abstract
Mounting evidence indicates that resting-state EEG activity is related to various cognitive functions. To trace physiological underpinnings of this relationship, we investigated EEG and behavioral performance of 36 healthy adults recorded at rest and during visual attention tasks: visual search and gun shooting. All measures were repeated two months later to determine stability of the results. Correlation analyses revealed that within the range of 2–45 Hz, at rest, beta-2 band power correlated with the strength of frontoparietal connectivity and behavioral performance in both sessions. Participants with lower global beta-2 resting-state power (gB2rest) showed weaker frontoparietal connectivity and greater capacity for its modifications, as indicated by changes in phase correlations of the EEG signals. At the same time shorter reaction times and improved shooting accuracy were found, in both test and retest, in participants with low gB2rest compared to higher gB2rest values. We posit that weak frontoparietal connectivity permits flexible network reconfigurations required for improved performance in everyday tasks.
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Affiliation(s)
- Jacek Rogala
- Bioimaging Research Center, World Hearing Center, Institute of Physiology and Pathology of Hearing, Mokra 17 street, Kajetany, 05-830, Nadarzyn, Poland.
| | - Ewa Kublik
- Instytut Biologii Doświadczalnej im. Marcelego Nenckiego, 3 Pasteur Street, 02-093, Warsaw, Poland
| | - Rafał Krauz
- Military University of Technology, Physical Education, 3 gen, Sylwestra Kaliskiego street, 00-908, Warsaw, Poland
| | - Andrzej Wróbel
- Instytut Biologii Doświadczalnej im. Marcelego Nenckiego, 3 Pasteur Street, 02-093, Warsaw, Poland.,Department of Epistemology, Institute of Philosophy, University of Warsaw, 3 Krakowskie Przedmiescie street, 00-927, Warszawa, Poland
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18
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Linear and Nonlinear EEG-Based Functional Networks in Anxiety Disorders. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1191:35-59. [PMID: 32002921 DOI: 10.1007/978-981-32-9705-0_3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Electrocortical network dynamics are integral to brain function. Linear and nonlinear connectivity applications enrich neurophysiological investigations into anxiety disorders. Discrete EEG-based connectivity networks are unfolding with some homogeneity for anxiety disorder subtypes. Attenuated delta/theta/beta connectivity networks, pertaining to anterior-posterior nodes, characterize panic disorder. Nonlinear measures suggest reduced connectivity of ACC as an executive neuro-regulator in germane "fear circuitry networks" might be more central than considered. Enhanced network complexity and theta network efficiency at rest define generalized anxiety disorder, with similar tonic hyperexcitability apparent in social anxiety disorder further extending to task-related/state functioning. Dysregulated alpha connectivity and integration of mPFC-ACC/mPFC-PCC relays implicated with attentional flexibility and choice execution/congruence neurocircuitry are observed in trait anxiety. Conversely, state anxiety appears to recruit converging delta and beta connectivity networks as panic, suggesting trait and state anxiety are modulated by discrete neurobiological mechanisms. Furthermore, EEG connectivity dynamics distinguish anxiety from depression, despite prevalent clinical comorbidity. Rethinking mechanisms implicated in the etiology, maintenance, and treatment of anxiety from the perspective of EEG network science across micro- and macroscales serves to shed light and move the field forward.
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19
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Sasaki M, Iversen J, Callan DE. Music Improvisation Is Characterized by Increase EEG Spectral Power in Prefrontal and Perceptual Motor Cortical Sources and Can be Reliably Classified From Non-improvisatory Performance. Front Hum Neurosci 2019; 13:435. [PMID: 31920594 PMCID: PMC6915035 DOI: 10.3389/fnhum.2019.00435] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 11/27/2019] [Indexed: 01/31/2023] Open
Abstract
This study expores neural activity underlying creative processes through the investigation of music improvisation. Fourteen guitar players with a high level of improvisation skill participated in this experiment. The experimental task involved playing 32-s alternating blocks of improvisation and scales on guitar. electroencephalography (EEG) data was measured continuously throughout the experiment. In order to remove potential artifacts and extract brain-related activity the following signal processing techniques were employed: bandpass filtering, Artifact Subspace Reconstruction, and Independent Component Analysis (ICA). For each participant, artifact related independent components (ICs) were removed from the EEG data and only ICs found to be from brain activity were retained. Source localization using this brain-related activity was carried out using sLORETA. Greater activity for improvisation over scale was found in multiple frequency bands (theta, alpha, and beta) localized primarily in the medial frontal cortex (MFC), Middle frontal gyrus (MFG), anterior cingulate, polar medial prefrontal cortex (MPFC), premotor cortex (PMC), pre and postcentral gyrus (PreCG and PostCG), superior temporal gyrus (STG), inferior parietal lobule (IPL), and the temporal-parietal junction. Together this collection of brain regions suggests that improvisation was mediated by processes involved in coordinating planned sequences of movement that are modulated in response to ongoing environmental context through monitoring and feedback of sensory states in relation to internal plans and goals. Machine-learning using Common Spatial Patterns (CSP) for EEG feature extraction attained a mean of over 75% classification performance for improvisation vs. scale conditions across participants. These machine-learning results are a step towards the development of a brain-computer interface that could be used for neurofeedback training to improve creativity.
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Affiliation(s)
- Masaru Sasaki
- Graduate School of Frontier Biosciences, Osaka University, Osaka, Japan
| | - John Iversen
- Swartz Center for Computational Neuroscience, University of California, San Diego, San Diego, CA, United States
| | - Daniel E Callan
- Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT), Osaka University, Osaka, Japan
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20
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Physiological signals anticipatory computing for individual emotional state and creativity thinking. COMPUTERS IN HUMAN BEHAVIOR 2019. [DOI: 10.1016/j.chb.2018.05.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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21
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Zhou Z, Hu L, Sun C, Li M, Guo F, Zhao Q. The Effect of Zhongyong Thinking on Remote Association Thinking: An EEG Study. Front Psychol 2019; 10:207. [PMID: 30833914 PMCID: PMC6375089 DOI: 10.3389/fpsyg.2019.00207] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Accepted: 01/21/2019] [Indexed: 11/24/2022] Open
Abstract
The Doctrine of the Mean (zhongyong) introduced by Confucianism is not only an aspect of faith, but also a way of thinking for Chinese individuals. Zhongyong includes two thinking forms: eclectic thinking (ET; i.e., “neither-A-nor-B”) and integrated thinking (IT; i.e., “both-A-and-B”). Given the inclination of Asian individuals toward situational cognition, this study used questions about situations familiar to Chinese undergraduates to activate either ET or IT. This was done to investigate the effects of the two divergent thinking forms of zhongyong on performance levels on the Remote Associates Test (RAT). Both behavioral and EEG results found that participants in the IT condition demonstrated higher RAT scores than those in the ET condition. The conclusion was that the RAT and priming tasks shared the same neural mechanism. This meant that the priming tasks of IT allowed participants to enter a state of creative preparation in advance, further affecting resolution of the RAT.
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Affiliation(s)
- Zhijin Zhou
- School of Psychology, Central China Normal University, Wuhan, China
| | - Lixia Hu
- School of Psychology, Central China Normal University, Wuhan, China
| | - Cuicui Sun
- School of Psychology, Central China Normal University, Wuhan, China
| | - Mingzhu Li
- Special Education Research and Guidance Center, Haidian Education, Beijing, China
| | - Fang Guo
- School of Psychology, Central China Normal University, Wuhan, China
| | - Qingbai Zhao
- School of Psychology, Central China Normal University, Wuhan, China
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22
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Rataj K, Nazareth DS, van der Velde F. Use a Spoon as a Spade?: Changes in the Upper and Lower Alpha Bands in Evaluating Alternate Object Use. Front Psychol 2018; 9:1941. [PMID: 30405471 PMCID: PMC6206077 DOI: 10.3389/fpsyg.2018.01941] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 09/20/2018] [Indexed: 01/02/2023] Open
Abstract
Previous electrophysiological research on human creative cognition has related creative ideation to increased activity in the alpha band, an effect which mainly reflects increased general attentional demands. Research on alpha unrelated to creativity has revealed different functional roles of the upper (semantic processes) and lower (attentional processes) alpha sub-bands. At the same time, the need to dissect creative thinking into specific cognitive operations, such as, semantic processing, re-representation, or conceptual expansion has become evident. The main aim of the reported study was to test whether increased semantic processing demands linked to creating conceptual re-representations of objects required for evaluating alternate uses modulate activity in the upper and/or lower alpha sub-bands. For this purpose, we performed an alternate use evaluation task (AUeT), in which participants saw word pairs representing common uses, alternate uses, and unrelated word pairs, and evaluated whether a given use was common or uncommon (question 1), and how usable it was (question 2). Such an approach allowed us to examine the time-course of semantic processing involved in evaluating alternate uses. Additionally, the results could be contrasted with event-related potential (ERP) studies on creative language and semantic processing. We assumed that demands related to access and integration of semantic information needed to create a re-representation of objects (alternate uses) would be larger than in the case of common uses, which do not require creating a re-representation. This should be reflected in more activity in the alpha band in response to alternate than common uses, which was observed in the analysis of the upper alpha band over parieto-occipital sites. In the lower alpha band, more activity over the left than right anterior sites was observed for alternate uses, which might reflect increased attentional demands. Additionally, in the ERP analysis, alternate uses evoked larger N400 (400–500 ms) amplitudes than common uses, a pattern that extended to later time windows (500–1,000 ms). Overall, the results indicate increased semantic processing demands in alternate use evaluation, possibly linked to the creation of conceptual re-representations.
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Affiliation(s)
- Karolina Rataj
- Department of Psycholinguistic Studies, Faculty of English, Adam Mickiewicz University, Poznań, Poland.,Department of Cognitive Psychology and Ergonomics, University of Twente, Enschede, Netherlands
| | - Deniece S Nazareth
- Department of Cognitive Psychology and Ergonomics, University of Twente, Enschede, Netherlands.,Department of Psychology, Health, and Technology, Human Media Interaction, University of Twente, Enschede, Netherlands
| | - Frank van der Velde
- Department of Cognitive Psychology and Ergonomics, University of Twente, Enschede, Netherlands
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23
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Ibáñez-Molina AJ, Lozano V, Soriano MF, Aznarte JI, Gómez-Ariza CJ, Bajo MT. EEG Multiscale Complexity in Schizophrenia During Picture Naming. Front Physiol 2018; 9:1213. [PMID: 30245636 PMCID: PMC6138007 DOI: 10.3389/fphys.2018.01213] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 08/13/2018] [Indexed: 11/13/2022] Open
Abstract
Introduction: Patients with schizophrenia show cognitive deficits that are evident both behaviourally and with EEG recordings. Recent studies have suggested that non-linear analyses of EEG might more adequately reflect the complex, irregular, non-stationary behavior of neural processes than more traditional ERP measures. Non-linear analyses have been mainly applied to EEGs from patients at rest, whereas differences in complexity might be more evident during task performance. Objective: We aimed to investigate changes in non-linear brain dynamics of patients with schizophrenia during cognitive processing. Method: 18 patients and 17 matched healthy controls were asked to name pictures. EEG data were collected at rest and while they were performing a naming task. EEGs were analyzed with the classical Lempel-Ziv Complexity (LZC) and with the Multiscale LZC. Electrodes were grouped in seven regions of interest (ROI). Results: As expected, controls had fewer naming errors than patients. Regarding EEG complexity, the interaction between Group, Task and ROI indicated that patients showed higher complexity values in right frontal regions only at rest, where no differences in complexity between patients and controls were found during the naming task. EEG complexity increased from rest to task in controls in left temporal-parietal regions, while no changes from rest to task were observed in patients. Finally, differences in complexity between patients and controls depended on the frequency bands: higher values of complexity in patients at rest were only observed in fast bands, indicating greater heterogeneity in patients in local dynamics of neuronal assemblies. Conclusion: Consistent with previous studies, schizophrenic patients showed higher complexity than controls in frontal regions at rest. Interestingly, we found different modulations of brain complexity during a simple cognitive task between patients and controls. These data can be interpreted as indicating schizophrenia-related failures to adapt brain functioning to the task, which is reflected in poorer behavioral performance.
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Affiliation(s)
| | - Vanessa Lozano
- Department of Experimental Psychology, University of Granada, Granada, Spain
| | | | | | | | - M T Bajo
- Department of Experimental Psychology, University of Granada, Granada, Spain
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24
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Enhancing creative cognition with a rapid right-parietal neurofeedback procedure. Neuropsychologia 2018; 118:99-106. [DOI: 10.1016/j.neuropsychologia.2018.02.015] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 01/23/2018] [Accepted: 02/12/2018] [Indexed: 01/18/2023]
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25
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Jia H, Li H, Yu D. The relationship between ERP components and EEG spatial complexity in a visual Go/Nogo task. J Neurophysiol 2016; 117:275-283. [PMID: 27784803 DOI: 10.1152/jn.00363.2016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 10/20/2016] [Indexed: 11/22/2022] Open
Abstract
The ERP components and variations of spatial complexity or functional connectivity are two distinct dimensions of neurophysiological events in the visual Go/Nogo task. Extensive studies have been conducted on these two distinct dimensions; however, no study has investigated whether these two neurophysiological events are linked to each other in the visual Go/Nogo task. The relationship between spatial complexity of electroencephalographic (EEG) data, quantified by the measure omega complexity, and event-related potential (ERP) components in a visual Go/Nogo task was studied. We found that with the increase of spatial complexity level, the latencies of N1 and N2 component were shortened and the amplitudes of N1, N2, and P3 components were decreased. The anterior Go/Nogo N2 effect and the Go/Nogo P3 effect were also found to be decreased with the increase of EEG spatial complexity. In addition, the reaction times in high spatial complexity trials were significantly shorter than those of medium and low spatial complexity trials when the time interval used to estimate the EEG spatial complexity was extended to 0∼1,000 ms after stimulus onset. These results suggest that high spatial complexity may be associated with faster cognitive processing and smaller postsynaptic potentials that occur simultaneously in large numbers of cortical pyramidal cells of certain brain regions. The EEG spatial complexity is closely related with demands of certain cognitive processes and the neural processing efficiency of human brain. NEW & NOTEWORTHY The reaction times, the latencies/amplitudes of event-related potential (ERP) components, the Go/Nogo N2 effect, and the Go/Nogo P3 effect are linked to the electroencephalographic (EEG) spatial complexity level. The EEG spatial complexity is closely related to demands of certain cognitive processes and could reflect the neural processing efficiency of human brain. Obtaining the single-trial ERP features through single-trial spatial complexity may be a more efficient approach than traditional methods.
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Affiliation(s)
- Huibin Jia
- Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China; and
| | - Huayun Li
- Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China; and.,Centre for Vision Research, Department of Psychology, York University, Toronto, Canada
| | - Dongchuan Yu
- Key Laboratory of Child Development and Learning Science (Ministry of Education), Research Center for Learning Science, Southeast University, Nanjing, China; and
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26
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Zhang L, Qiao L, Chen Q, Yang W, Xu M, Yao X, Qiu J, Yang D. Gray Matter Volume of the Lingual Gyrus Mediates the Relationship between Inhibition Function and Divergent Thinking. Front Psychol 2016; 7:1532. [PMID: 27752250 PMCID: PMC5047031 DOI: 10.3389/fpsyg.2016.01532] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Accepted: 09/20/2016] [Indexed: 01/16/2023] Open
Abstract
Although previous research provides converging evidence for the role of posterior regions of the brain (including temporal, occipital, and parietal regions) involved in inhibition on creative thinking, it remains unclear as to how these regions influence individual differences in creative thinking. Thus, we explored the relationship between posterior regions (i.e., hippocampal, parahippocampal, lingual gyrus, precuneus, and cuneus), inhibition function, and divergent thinking (DT) in 128 healthy college students. The results revealed that lower inhibition was associated with larger gray matter volume (GMV) in the lingual gyrus, which in turn was associated with higher DT. In addition, GMV in the lingual gyrus mediated the association between inhibition and DT. These results provide new evidence for the role of inhibition in creative thinking. Inhibition may affect the amount of information stored in long-term memory, which, in turn influences DT.
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Affiliation(s)
- Lijie Zhang
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Lei Qiao
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Qunlin Chen
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Wenjing Yang
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Mengsi Xu
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Xiaonan Yao
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Jiang Qiu
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
| | - Dong Yang
- School of Psychology, Southwest UniversityChongqing, China; Key Laboratory of Cognition and Personality, Ministry of Education, Southwest UniversityChongqing, China
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27
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Pidgeon LM, Grealy M, Duffy AHB, Hay L, McTeague C, Vuletic T, Coyle D, Gilbert SJ. Functional neuroimaging of visual creativity: a systematic review and meta-analysis. Brain Behav 2016; 6:e00540. [PMID: 27781148 PMCID: PMC5064346 DOI: 10.1002/brb3.540] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 07/03/2016] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION The generation of creative visual imagery contributes to technological and scientific innovation and production of visual art. The underlying cognitive and neural processes are, however, poorly understood. METHODS This review synthesizes functional neuroimaging studies of visual creativity. Seven functional magnetic resonance imaging (fMRI) and 19 electroencephalography (EEG) studies were included, comprising 27 experiments and around 800 participants. RESULTS Activation likelihood estimation meta-analysis of the fMRI studies comparing visual creativity to non-rest control tasks yielded significant clusters in thalamus, left fusiform gyrus, and right middle and inferior frontal gyri. The EEG studies revealed a tendency for decreased alpha power during visual creativity compared to baseline, but comparisons of visual creativity to non-rest control tasks revealed inconsistent findings. CONCLUSIONS The findings are consistent with suggested contributions to visual creativity of prefrontally mediated inhibition, evaluation, and working memory, as well as visual imagery processes. Findings are discussed in relation to prominent theories of the neural basis of creativity.
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Affiliation(s)
- Laura M. Pidgeon
- School of Psychological Sciences and HealthUniversity of StrathclydeGlasgowUK
- Department of Design, Manufacture and Engineering ManagementUniversity of StrathclydeGlasgowUK
| | - Madeleine Grealy
- School of Psychological Sciences and HealthUniversity of StrathclydeGlasgowUK
| | - Alex H. B. Duffy
- Department of Design, Manufacture and Engineering ManagementUniversity of StrathclydeGlasgowUK
| | - Laura Hay
- Department of Design, Manufacture and Engineering ManagementUniversity of StrathclydeGlasgowUK
| | - Chris McTeague
- School of Psychological Sciences and HealthUniversity of StrathclydeGlasgowUK
- Department of Design, Manufacture and Engineering ManagementUniversity of StrathclydeGlasgowUK
| | - Tijana Vuletic
- School of Psychological Sciences and HealthUniversity of StrathclydeGlasgowUK
- Department of Design, Manufacture and Engineering ManagementUniversity of StrathclydeGlasgowUK
| | - Damien Coyle
- Intelligent Systems Research CentreUniversity of UlsterDerryNorthern Ireland
| | - Sam J. Gilbert
- Institute of Cognitive NeuroscienceUniversity College LondonLondonUK
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28
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Marisch C, Genzel L, Steiger A, Dresler M. Kreativität und Schlaf. SOMNOLOGIE 2016. [DOI: 10.1007/s11818-015-0039-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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29
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Li YH, Tseng CY, Tsai ACH, Huang ACW, Lin WL. Different Brain Wave Patterns and Cortical Control Abilities in Relation to Different Creative Potentials. CREATIVITY RESEARCH JOURNAL 2016. [DOI: 10.1080/10400419.2016.1125255] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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30
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XIONG YAN, LI YAN, CHEN YU, YUAN PING, FAN YUBO, JIANG WENTAO. THE CREATIVE INVESTIGATION OF BRAIN ACTIVITY WITH EEG FOR GENDER AND LEFT/RIGHT-HANDED DIFFERENCES. J MECH MED BIOL 2015. [DOI: 10.1142/s0219519415500542] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
This paper studied the differences of gender and left/right-handed groups from a neuroscience perspective through task-related power of alpha power changes during the generation of creative ideas. Aiming to investigate the effects of the differences, it will help understand the specific neural processes for different genders and left/right-handed groups. We used B-Alert X10®; electroencephalography (EEG) system, computed for left and right hemispheres, to determine if EEG metrics differentiated between the gender and left/right-handed groups. This study assessed EEG power spectral density (PSD) while 17 healthy participants worked on the alternative uses (AU) task. The results showed that (1) the creativity level has no relations with the gender; there is no obvious difference between males and females on the process of creative idea generation. (2) The creativity level is high related to the cultivation of innovative ability. There is obvious higher alpha power changes in posterior regions of the right hemisphere compared to the left hemisphere of the brain for high original group, and a stronger task-related alpha synchronization showed in the right hemisphere than that in the left one for the low original group. (3) There is comparatively lower alpha power in parietal region in the left hemisphere than that in the right one for the left-handed participants, and higher alpha power in the frontal region for the left-handed and in parietal region for right-handed participants. The comparison among different genders and left/right-handed participants can help us understand more about the creative thinking manifested in the human brain.
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Affiliation(s)
- YAN XIONG
- School of Manufacturing Science and Engineering, Sichuan University, NanYihuan Road No. 24, WuHou District, Chengdu 610065, P. R. China
| | - YAN LI
- School of Manufacturing Science and Engineering, Sichuan University, NanYihuan Road No. 24, WuHou District, Chengdu 610065, P. R. China
| | - YU CHEN
- Department of Applied Mechanics, Sichuan University, NanYihuan Road No. 24, WuHou District, Chengdu 610065, P. R. China
| | - PING YUAN
- School of Manufacturing Science and Engineering, Sichuan University, NanYihuan Road No. 24, WuHou District, Chengdu 610065, P. R. China
| | - YUBO FAN
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, P. R. China
| | - WENTAO JIANG
- Department of Applied Mechanics, Sichuan University, NanYihuan Road No. 24, WuHou District, Chengdu 610065, P. R. China
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31
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O'Rourke P, Haarmann HJ, George T, Smaliy A, Grunewald K, Dien J. Hemispheric alpha asymmetry and self-rated originality of ideas. Laterality 2015; 20:685-98. [PMID: 25960194 DOI: 10.1080/1357650x.2015.1037309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The generation of highly original ideas in divergent thinking tasks has been found to be associated with task-related changes in the alpha band. The goal of the current study was to determine if exposure to brainwave entrainment (BWE) at the alpha centre frequency before and during performance of a divergent thinking task would result in increases in task-related, event-related synchrony and the production of more highly original ideas. We found that alpha entrainment interfered with the oscillatory dynamics associated with divergent thinking such that only the control group showed greater right hemispheric engagement. Furthermore, the control group showed greater self-rated originality. These findings provide confirmation of the importance of hemispheric asymmetry in alpha power to successful divergent thinking and indicate that refinements are required in order for BWE to be used effectively to improve divergent thinking performance.
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Affiliation(s)
- Polly O'Rourke
- a Center for Advanced Study of Language, University of Maryland , College Park , MD , USA
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32
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Abstract
We investigated the hypothesis that individual differences in creative cognition can be manifest even in brief responses, such as single-word utterances. Participants (n = 193) were instructed to say a verb upon seeing a noun displayed on a computer screen and were cued to respond creatively to half of the nouns. For every noun-verb pair (72 pairs per subject), we assessed the semantic distance between the noun and the verb, using latent semantic analysis (LSA). Semantic distance was higher in the cued ("creative") condition than the uncued condition, within subjects. Critically, between subjects, semantic distance in the cued condition had a strong relationship to a creativity factor derived from a battery of verbal, nonverbal, and achievement-based creativity measures (β= .50), and this relation remained when controlling for intelligence and personality. The data show that creative cognition can be assessed reliably and validly from such thin slices of behavior.
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Ueno K, Takahashi T, Takahashi K, Mizukami K, Tanaka Y, Wada Y. Neurophysiological basis of creativity in healthy elderly people: a multiscale entropy approach. Clin Neurophysiol 2014; 126:524-31. [PMID: 25066939 DOI: 10.1016/j.clinph.2014.06.032] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Revised: 06/23/2014] [Accepted: 06/25/2014] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Creativity, which presumably involves various connections within and across different neural networks, reportedly underpins the mental well-being of older adults. Multiscale entropy (MSE) can characterize the complexity inherent in EEG dynamics with multiple temporal scales. It can therefore provide useful insight into neural networks. Given that background, we sought to clarify the neurophysiological bases of creativity in healthy elderly subjects by assessing EEG complexity with MSE, with emphasis on assessment of neural networks. METHODS We recorded resting state EEG of 20 healthy elderly subjects. MSE was calculated for each subject for continuous 20-s epochs. Their relevance to individual creativity was examined concurrently with intellectual function. RESULTS Higher individual creativity was linked closely to increased EEG complexity across higher temporal scales, but no significant relation was found with intellectual function (IQ score). CONCLUSIONS Considering the general "loss of complexity" theory of aging, our finding of increased EEG complexity in elderly people with heightened creativity supports the idea that creativity is associated with activated neural networks. SIGNIFICANCE Results reported here underscore the potential usefulness of MSE analysis for characterizing the neurophysiological bases of elderly people with heightened creativity.
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Affiliation(s)
- Kanji Ueno
- Department of Neuropsychiatry, Faculty of Medical Sciences, University of Fukui, Japan
| | - Tetsuya Takahashi
- Department of Neuropsychiatry, Faculty of Medical Sciences, University of Fukui, Japan.
| | - Koichi Takahashi
- Department of Neuropsychiatry, Faculty of Medical Sciences, University of Fukui, Japan
| | - Kimiko Mizukami
- Department of Psychology, Faculty of Human Studies, Jin-ai University, Fukui, Japan
| | - Yuji Tanaka
- Department of Neuropsychiatry, Faculty of Medical Sciences, University of Fukui, Japan
| | - Yuji Wada
- Department of Neuropsychiatry, Faculty of Medical Sciences, University of Fukui, Japan
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Fink A, Benedek M. EEG alpha power and creative ideation. Neurosci Biobehav Rev 2014; 44:111-23. [PMID: 23246442 PMCID: PMC4020761 DOI: 10.1016/j.neubiorev.2012.12.002] [Citation(s) in RCA: 247] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2012] [Revised: 11/29/2012] [Accepted: 12/04/2012] [Indexed: 11/28/2022]
Abstract
Neuroscientific studies revealed first insights into neural mechanisms underlying creativity, but existing findings are highly variegated and often inconsistent. Despite the disappointing picture on the neuroscience of creativity drawn in recent reviews, there appears to be robust evidence that EEG alpha power is particularly sensitive to various creativity-related demands involved in creative ideation. Alpha power varies as a function of creativity-related task demands and the originality of ideas, is positively related to an individuals' creativity level, and has been observed to increase as a result of creativity interventions. Alpha increases during creative ideation could reflect more internally oriented attention that is characterized by the absence of external bottom-up stimulation and, thus, a form of top-down activity. Moreover, they could indicate the involvement of specific memory processes such as the efficient (re-)combination of unrelated semantic information. We conclude that increased alpha power during creative ideation is among the most consistent findings in neuroscientific research on creativity and discuss possible future directions to better understand the manifold brain mechanisms involved in creativity.
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Affiliation(s)
- Andreas Fink
- Institute of Psychology, University of Graz, Austria.
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Ibáñez-Molina A, Iglesias-Parro S. Fractal characterization of internally and externally generated conscious experiences. Brain Cogn 2014; 87:69-75. [DOI: 10.1016/j.bandc.2014.03.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 01/13/2014] [Accepted: 03/01/2014] [Indexed: 11/25/2022]
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Vyšata O, Schätz M, Kopal J, Burian J, Procházka A, Jiří K, Hort J, Vališ M. Non-Linear EEG Measures in Meditation. ACTA ACUST UNITED AC 2014. [DOI: 10.4236/jbise.2014.79072] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Chrysikou EG, Weber MJ, Thompson-Schill SL. A matched filter hypothesis for cognitive control. Neuropsychologia 2013; 62:341-355. [PMID: 24200920 DOI: 10.1016/j.neuropsychologia.2013.10.021] [Citation(s) in RCA: 93] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2013] [Revised: 10/21/2013] [Accepted: 10/28/2013] [Indexed: 11/30/2022]
Abstract
The prefrontal cortex exerts top-down influences on several aspects of higher-order cognition by functioning as a filtering mechanism that biases bottom-up sensory information toward a response that is optimal in context. However, research also indicates that not all aspects of complex cognition benefit from prefrontal regulation. Here we review and synthesize this research with an emphasis on the domains of learning and creative cognition, and outline how the appropriate level of cognitive control in a given situation can vary depending on the organism's goals and the characteristics of the given task. We offer a matched filter hypothesis for cognitive control, which proposes that the optimal level of cognitive control is task-dependent, with high levels of cognitive control best suited to tasks that are explicit, rule-based, verbal or abstract, and can be accomplished given the capacity limits of working memory and with low levels of cognitive control best suited to tasks that are implicit, reward-based, non-verbal or intuitive, and which can be accomplished irrespective of working memory limitations. Our approach promotes a view of cognitive control as a tool adapted to a subset of common challenges, rather than an all-purpose optimization system suited to every problem the organism might encounter.
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Affiliation(s)
| | - Matthew J Weber
- Department of Psychology, Center for Cognitive Neuroscience, University of Pennsylvania
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Pfeiffer SI, Wechsler SM. Youth leadership: a proposal for identifying and developing creativity and giftedness. ESTUDOS DE PSICOLOGIA (CAMPINAS) 2013. [DOI: 10.1590/s0103-166x2013000200008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
There is a considerable amount of literature on leadership, particularly as it relates to organizations, government, and the military. However, educators and psychologists know considerably less about early precursors of leadership, how leadership develops in youth, possible gender differences, and the relationship of leadership, intelligence and creativity. A global consensus exists that leaders are needed and that we shouldn't delay the early development of leadership skills. The authors propose a model to enhance creative leadership and introduce a teacher-completed rating scale, the Gifted Rating Scales to help accomplish this. As demonstrated, there are possibilities to detect early creative and intellectual giftedness among children and youngsters in the classrooms and expectations to move from a basic level of competence to reach an elite or expert level in any field, facilitating the emergence of leadership.
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Neural basis of scientific innovation induced by heuristic prototype. PLoS One 2013; 8:e49231. [PMID: 23372641 PMCID: PMC3555868 DOI: 10.1371/journal.pone.0049231] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Accepted: 10/08/2012] [Indexed: 11/19/2022] Open
Abstract
A number of major inventions in history have been based on bionic imitation. Heuristics, by applying biological systems to the creation of artificial devices and machines, might be one of the most critical processes in scientific innovation. In particular, prototype heuristics propositions that innovation may engage automatic activation of a prototype such as a biological system to form novel associations between a prototype's function and problem-solving. We speculated that the cortical dissociation between the automatic activation and forming novel associations in innovation is critical point to heuristic creativity. In the present study, novel and old scientific innovations (NSI and OSI) were selected as experimental materials in using learning-testing paradigm to explore the neural basis of scientific innovation induced by heuristic prototype. College students were required to resolve NSI problems (to which they did not know the answers) and OSI problems (to which they knew the answers). From two fMRI experiments, our results showed that the subjects could resolve NSI when provided with heuristic prototypes. In Experiment 1, it was found that the lingual gyrus (LG; BA18) might be related to prototype heuristics in college students resolving NSI after learning a relative prototype. In Experiment 2, the LG (BA18) and precuneus (BA31) were significantly activated for NSI compared to OSI when college students learned all prototypes one day before the test. In addition, the mean beta-values of these brain regions of NSI were all correlated with the behavior accuracy of NSI. As our hypothesis indicated, the findings suggested that the LG might be involved in forming novel associations using heuristic information, while the precuneus might be involved in the automatic activation of heuristic prototype during scientific innovation.
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Chrysikou EG, Hamilton RH, Coslett HB, Datta A, Bikson M, Thomspon-Schill SL. Noninvasive transcranial direct current stimulation over the left prefrontal cortex facilitates cognitive flexibility in tool use. Cogn Neurosci 2013; 4:81-9. [PMID: 23894253 PMCID: PMC3719984 DOI: 10.1080/17588928.2013.768221] [Citation(s) in RCA: 122] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Recent neuroscience evidence suggests that some higher-order tasks might benefit from a reduction in sensory filtering associated with low levels of cognitive control. Guided by neuroimaging findings, we hypothesized that cathodal (inhibitory) transcranial direct current stimulation (tDCS) will facilitate performance in a flexible use generation task. Participants saw pictures of artifacts and generated aloud either the object’s common use or an uncommon use for it, while receiving cathodal tDCS (1.5 mA) either over left or right PFC, or sham stimulation. A forward digit span task served as a negative control for potential general effects of stimulation. Analysis of voice-onset reaction times and number of responses generated showed significant facilitative effects of left PFC stimulation for the uncommon, but not the common use generation task and no effects of stimulation on the control task. The results support the hypothesis that certain tasks may benefit from a state of diminished cognitive control.
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Affiliation(s)
- Evangelia G. Chrysikou
- University of Pennsylvania, Department of Psychology, Center for Cognitive Neuroscience, Philadelphia, PA 19104
- University of Kansas, Department of Psychology, Lawrence, KS 66049
| | - Roy H. Hamilton
- University of Pennsylvania, Department of Neurology, Philadelphia, PA 19104
| | - H. Branch Coslett
- University of Pennsylvania, Department of Neurology, Philadelphia, PA 19104
| | - Abhishek Datta
- The City College of New York of the City University of New York, Department of Biomedical Engineering, New York, NY 10031
| | - Marom Bikson
- The City College of New York of the City University of New York, Department of Biomedical Engineering, New York, NY 10031
| | - Sharon L. Thomspon-Schill
- University of Pennsylvania, Department of Psychology, Center for Cognitive Neuroscience, Philadelphia, PA 19104
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Chung SC, Brooks MM, Rai M, Balk JL, Rai S. Effect of Sahaja yoga meditation on quality of life, anxiety, and blood pressure control. J Altern Complement Med 2012; 18:589-96. [PMID: 22784346 DOI: 10.1089/acm.2011.0038] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE The present study investigates the effect of Sahaja yoga meditation on quality of life, anxiety, and blood pressure control. DESIGN The prospective observational cohort study enrolled two study groups: those receiving treatment from the International Sahaja Yoga Research and Health Center (meditation group) and those receiving treatment from the Mahatma Gandhi Mission Hospital (control group). Researchers measured quality of life, anxiety, and blood pressure before and after treatment. RESULTS Sixty-seven (67) participants in the meditation group and 62 participants in the control group completed the study. The two groups were comparable in demographic and clinical characteristics. At baseline, the meditation group had higher quality of life (p<0.001) than controls but similar anxiety level (p=0.74) to controls. Within-group pre- versus post-treatment comparisons showed significant improvement in quality of life, anxiety, and blood pressure in the meditation group (p<0.001), while in controls, quality of life deteriorated and there was no improvement in blood pressure. The improvement in quality of life, anxiety reduction, and blood pressure control was greater in the meditation group. The beneficial effect of meditation remained significant after adjusting for confounders. CONCLUSIONS Meditation treatment was associated with significant improvements in quality of life, anxiety reduction, and blood pressure control.
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Affiliation(s)
- Sheng-Chia Chung
- Department of Epidemiology and Public Health, University College London, London, UK.
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Carlino E, Sigaudo M, Pollo A, Benedetti F, Mongini T, Castagna F, Vighetti S, Rocca P. Nonlinear analysis of electroencephalogram at rest and during cognitive tasks in patients with schizophrenia. J Psychiatry Neurosci 2012; 37:259-66. [PMID: 22353633 PMCID: PMC3380097 DOI: 10.1503/jpn.110030] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND In spite of the large number of studies on schizophrenia, a full understanding of its core pathology still eludes us. The application of the nonlinear theory of electroencephalography (EEG) analysis provides an interesting tool to differentiate between physiologic conditions (e.g., resting state and mathematical task) and normal and pathologic brain activities. The aim of the present study was to investigate nonlinear EEG activity in patients with schizophrenia. METHODS We recorded 19-lead EEGs in patients with stable schizophrenia and healthy controls under 4 different conditions: eyes closed, eyes open, forward counting and backward counting. A nonlinear measure of complexity was calculated by means of correlation dimension (D2). RESULTS We included 17 patients and 17 controls in our analysis. Comparing the 2 populations, we observed greater D2 values in the patient group. In controls, increased D2 values were observed during active states (eyes open and the 2 cognitive tasks) compared with baseline conditions. This increase of brain complexity, which can be interpreted as an increase of information processing and integration, was not preserved in the patient population. LIMITATIONS Patients with schizophrenia were taking antipsychotic medications, so the presence of medication effects cannot be excluded. CONCLUSION Our results suggest that patients with schizophrenia present changes in brain activity compared with healthy controls, and this pathologic alteration can be successfully studied with nonlinear EEG analysis.
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Affiliation(s)
- Elisa Carlino
- Department of Neuroscience, University of Turin Medical School, and National Institute of Neuroscience, Turin, Italy.
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Jauk E, Benedek M, Neubauer AC. Tackling creativity at its roots: evidence for different patterns of EEG α activity related to convergent and divergent modes of task processing. Int J Psychophysiol 2012; 84:219-25. [PMID: 22390860 PMCID: PMC3343259 DOI: 10.1016/j.ijpsycho.2012.02.012] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2011] [Revised: 02/20/2012] [Accepted: 02/25/2012] [Indexed: 11/14/2022]
Abstract
The distinction between convergent and divergent cognitive processes given by Guilford (1956) had a strong influence on the empirical research on creative thinking. Neuroscientific studies typically find higher event-related synchronization in the EEG alpha rhythm for individuals engaged in creative ideation tasks compared to intelligence-related tasks. This study examined, whether these neurophysiological effects can also be found when both cognitive processing modes (convergent vs. divergent) are assessed by means of the same task employing a simple variation of instruction. A sample of 55 participants performed the alternate uses task as well as a more basic word association task while EEG was recorded. On a trial-by-trial basis, participants were either instructed to find a most common solution (convergent condition) or a most uncommon solution (divergent condition). The answers given in the divergent condition were in both tasks significantly more original than those in the convergent condition. Moreover, divergent processing was found to involve higher task-related EEG alpha power than convergent processing in both the alternate uses task and the word association task. EEG alpha synchronization can hence explicitly be associated with divergent cognitive processing rather than with general task characteristics of creative ideation tasks. Further results point to a differential involvement of frontal and parietal cortical areas by individuals of lower versus higher trait creativity.
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Affiliation(s)
- Emanuel Jauk
- Department of Psychology, University of Graz, Austria.
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Sensitivity of EEG upper alpha activity to cognitive and affective creativity interventions. Int J Psychophysiol 2011; 82:233-9. [DOI: 10.1016/j.ijpsycho.2011.09.003] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2011] [Revised: 08/31/2011] [Accepted: 09/02/2011] [Indexed: 11/23/2022]
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Ellamil M, Dobson C, Beeman M, Christoff K. Evaluative and generative modes of thought during the creative process. Neuroimage 2011; 59:1783-94. [PMID: 21854855 DOI: 10.1016/j.neuroimage.2011.08.008] [Citation(s) in RCA: 273] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2011] [Revised: 07/29/2011] [Accepted: 08/05/2011] [Indexed: 11/30/2022] Open
Abstract
Psychological theories have suggested that creativity involves a twofold process characterized by a generative component facilitating the production of novel ideas and an evaluative component enabling the assessment of their usefulness. The present study employed a novel fMRI paradigm designed to distinguish between these two components at the neural level. Participants designed book cover illustrations while alternating between the generation and evaluation of ideas. The use of an fMRI-compatible drawing tablet allowed for a more natural drawing and creative environment. Creative generation was associated with preferential recruitment of medial temporal lobe regions, while creative evaluation was associated with joint recruitment of executive and default network regions and activation of the rostrolateral prefrontal cortex, insula, and temporopolar cortex. Executive and default regions showed positive functional connectivity throughout task performance. These findings suggest that the medial temporal lobe may be central to the generation of novel ideas and creative evaluation may extend beyond deliberate analytical processes supported by executive brain regions to include more spontaneous affective and visceroceptive evaluative processes supported by default and limbic regions. Thus, creative thinking appears to recruit a unique configuration of neural processes not typically used together during traditional problem solving tasks.
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Affiliation(s)
- Melissa Ellamil
- Department of Psychology, University of British Columbia, 2136 West Mall, Vancouver, BC, Canada V6T 1Z4.
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Chrysikou EG, Thompson-Schill SL. Dissociable brain states linked to common and creative object use. Hum Brain Mapp 2011; 32:665-75. [PMID: 20533561 PMCID: PMC3846690 DOI: 10.1002/hbm.21056] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2009] [Revised: 01/27/2010] [Accepted: 02/25/2010] [Indexed: 11/07/2022] Open
Abstract
Studies of conceptual processing have revealed that the prefrontal cortex is implicated in close-ended, deliberate memory retrieval, especially the left ventrolateral prefrontal regions. However, much of human thought-particularly that which is characterized as creative-requires more open-ended, spontaneous memory retrieval. To explore the neural systems that support conceptual processing under these two distinct circumstances, we obtained functional magnetic resonance images from 24 participants either while retrieving the common use of an everyday object (e.g., "blowing your nose," in response to a picture of a tissue) or while generating a creative (i.e., uncommon but plausible) use for it (e.g., "protective padding in a package"). The patterns of activation during open- and closed-ended tasks were reliably different, with regard to the magnitude of anterior versus posterior activation. Specifically, the close-ended task (i.e., Common Use task) reliably activated regions of lateral prefrontal cortex, whereas the open-ended task (i.e., Uncommon Use task) reliably activated regions of occipito-temporal cortex. Furthermore, there was variability across subjects in the types of responses produced on the open-ended task that was associated with the magnitude of activation in the middle occipital gyrus on this task. The present experiment is the first to demonstrate a dynamic tradeoff between anterior frontal and posterior occipitotemporal regions brought about by the close- or open-ended task demands.
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Affiliation(s)
- Evangelia G Chrysikou
- Center for Cognitive Neuroscience, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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Fink A, Grabner RH, Gebauer D, Reishofer G, Koschutnig K, Ebner F. Enhancing creativity by means of cognitive stimulation: Evidence from an fMRI study. Neuroimage 2010; 52:1687-95. [PMID: 20561898 DOI: 10.1016/j.neuroimage.2010.05.072] [Citation(s) in RCA: 150] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2009] [Revised: 05/23/2010] [Accepted: 05/26/2010] [Indexed: 11/16/2022] Open
Affiliation(s)
- Andreas Fink
- Institute of Psychology, University of Graz, Graz, Austria.
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Arden R, Chavez RS, Grazioplene R, Jung RE. Neuroimaging creativity: a psychometric view. Behav Brain Res 2010; 214:143-56. [PMID: 20488210 DOI: 10.1016/j.bbr.2010.05.015] [Citation(s) in RCA: 136] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2010] [Revised: 05/06/2010] [Accepted: 05/10/2010] [Indexed: 10/19/2022]
Abstract
Many studies of creative cognition with a neuroimaging component now exist; what do they say about where and how creativity arises in the brain? We reviewed 45 brain-imaging studies of creative cognition. We found little clear evidence of overlap in their results. Nearly as many different tests were used as there were studies; this test diversity makes it impossible to interpret the different findings across studies with any confidence. Our conclusion is that creativity research would benefit from psychometrically informed revision, and the addition of neuroimaging methods designed to provide greater spatial localization of function. Without such revision in the behavioral measures and study designs, it is hard to see the benefit of imaging. We set out eight suggestions in a manifesto for taking creativity research forward.
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Affiliation(s)
- Rosalind Arden
- Department of Neurosurgery, MSC10 5615, 1 University of New Mexico Health Sciences Center, Albuquerque, NM 87131-0001, United States
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