1
|
Rousselet GA. Using cluster-based permutation tests to estimate MEG/EEG onsets: How bad is it? Eur J Neurosci 2025; 61:e16618. [PMID: 39617724 DOI: 10.1111/ejn.16618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 11/11/2024] [Accepted: 11/12/2024] [Indexed: 12/28/2024]
Abstract
Localising effects in space, time and other dimensions is a fundamental goal of magneto- and electroencephalography (EEG) research. A popular exploratory approach applies mass-univariate statistics followed by cluster-sum inferences, an effective way to correct for multiple comparisons while preserving high statistical power by pooling together neighbouring effects. Yet, these cluster-based methods have an important limitation: each cluster is associated with a unique p-value, such that there is no error control at individual timepoints, and one must be cautious about interpreting when and where effects start and end. Sassenhagen and Draschkow (2019) provided an important reminder of this limitation. They also reported results from a simulation, suggesting that onsets estimated from EEG data are both positively biased and very variable. However, the simulation lacked comparisons to other methods. Here, I report such comparisons in a new simulation, replicating the positive bias of the cluster-sum method, but also demonstrating that it performs relatively well, in terms of bias and variability, compared to other methods that provide pointwise p-values: two methods that control the false discovery rate and two methods that control the familywise error rate (cluster-depth and maximum statistic methods). I also present several strategies to reduce estimation bias, including group calibration, group comparison and using binary segmentation, a simple change point detection algorithm that outperformed mass-univariate methods in simulations. Finally, I demonstrate how to generate onset hierarchical bootstrap confidence intervals that integrate variability over trials and participants, a substantial improvement over standard group approaches that ignore measurement uncertainty.
Collapse
Affiliation(s)
- Guillaume A Rousselet
- School of Psychology and Neuroscience, College of Medical, Veterinary and Life, Sciences, University of Glasgow, Glasgow, UK
| |
Collapse
|
2
|
Estiveira J, Soares E, Pires G, Nunes UJ, Sousa T, Ribeiro S, Castelo-Branco M. SSVEP modulation via non-volitional neurofeedback: an in silicoproof of concept. J Neural Eng 2024; 21:066025. [PMID: 39569892 DOI: 10.1088/1741-2552/ad94a5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/19/2024] [Indexed: 11/22/2024]
Abstract
Objective.Neuronal oscillatory patterns are believed to underpin multiple cognitive mechanisms. Accordingly, compromised oscillatory dynamics were shown to be associated with neuropsychiatric conditions. Therefore, the possibility of modulating, or controlling, oscillatory components of brain activity as a therapeutic approach has emerged. Typical non-invasive brain-computer interfaces based on EEG have been used to decode volitional motor brain signals for interaction with external devices. Here we aimed at feedback through visual stimulation which returns directly back to the visual cortex.Approach.Our architecture permits the implementation of feedback control-loops capable of controlling, or at least modulating, visual cortical activity. As this type of neurofeedback depends on early visual cortical activity, mainly driven by external stimulation it is called non-volitional or implicit neurofeedback. Because retino-cortical 40-100 ms delays in the feedback loop severely degrade controller performance, we implemented a predictive control system, called a Smith-Predictor (SP) controller, which compensates for fixed delays in the control loop by building an internal model of the system to be controlled, in this case the EEG response to stimuli in the visual cortex.Main results. Response models were obtained by analyzing, EEG data (n= 8) of experiments using periodically inverting stimuli causing prominent parieto-occipital oscillations, the steady-state visual evoked potentials (SSVEPs). Averaged subject-specific SSVEPs, and associated retina-cortical delays, were subsequently used to obtain the SP controller's linear, time-invariant models of individual responses. The SSVEP models were first successfully validated against the experimental data. When placed in closed loop with the designed SP controller configuration, the SSVEP amplitude level oscillated around several reference values, accounting for inter-individual variability.Significance. In silicoandin vivodata matched, suggesting model's robustness, paving the way for the experimental validation of this non-volitional neurofeedback system to control the amplitude of abnormal brain oscillations in autism and attention and hyperactivity deficits.
Collapse
Affiliation(s)
- João Estiveira
- CIBIT-Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
- ICNAS-Institute for Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal
| | - Ernesto Soares
- CIBIT-Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Gabriel Pires
- ISR-Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal
- IPT-Polytechnic Institute of Tomar, Tomar, Portugal
| | - Urbano J Nunes
- ISR-Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal
- FCTUC-Faculty of Sciences and Technology, University of Coimbra, Coimbra, Portugal
| | - Teresa Sousa
- CIBIT-Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
- ICNAS-Institute for Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal
- LASI-Associate Lab, Guimarães, Portugal
| | - Sidarta Ribeiro
- Brain Institute, Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil
| | - Miguel Castelo-Branco
- CIBIT-Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
- ICNAS-Institute for Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal
- FMUC-Department of Physiology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- LASI-Associate Lab, Guimarães, Portugal
| |
Collapse
|
3
|
Pasqualette L, Kulke L. Emotional expressions, but not social context, modulate attention during a discrimination task. Cogn Emot 2024:1-19. [PMID: 39556703 DOI: 10.1080/02699931.2024.2429737] [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: 04/10/2024] [Revised: 11/01/2024] [Accepted: 11/09/2024] [Indexed: 11/20/2024]
Abstract
Investigating social context effects and emotional modulation of attention in a laboratory setting is challenging. Electroencephalography (EEG) requires a controlled setting to avoid confounds, which goes against the nature of social interaction and emotional processing in real life. To bridge this gap, we developed a new paradigm to investigate the effects of social context and emotional expressions on attention in a laboratory setting. We co-registered eye-tracking and EEG to assess gaze behavior and brain activity while participants performed a discrimination task followed by feedback. Video clips of one second in which a confederate displayed either positive, neutral or negative expressions were presented as feedback to the discrimination task. Participants' belief was manipulated by telling them that the videos were selected either by the computer (non-social condition) or by the experimenter in the adjacent room that observed them via videochat (social condition). We found that emotional expressions modulated late attention processing in the brain (EPN and LPC), but neither early processing (P1) nor saccade latency. Social context did not influence any of the variables studied. We conclude this new paradigm serves as a stepping stone to the development of new paradigms to study social interaction within EEG experiments.
Collapse
Affiliation(s)
- Laura Pasqualette
- Developmental Psychology with Educational Psychology, Bremen University, Bremen, Germany
- Neurocognitive Developmental Psychology, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Louisa Kulke
- Developmental Psychology with Educational Psychology, Bremen University, Bremen, Germany
- Neurocognitive Developmental Psychology, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| |
Collapse
|
4
|
Jiménez-Barbosa IA, Grajales Herrera D, Rodríguez Alvarez MF, Khuu SK. Pupil size change in agricultural workers exposed to pesticides. Clin Exp Optom 2024; 107:795-800. [PMID: 38194492 DOI: 10.1080/08164622.2023.2294810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 11/19/2023] [Accepted: 12/07/2023] [Indexed: 01/11/2024] Open
Abstract
CLINICAL RELEVANCE Pupil size evaluation using clinical examination may be important for detecting and monitoring individuals at risk of neurotoxic effects from chemical exposure, as it may enable early intervention and the implementation of preventive measures. BACKGROUND This work aimed to investigate the association between pesticide exposure and pupil size. Pupil size is regulated by muscarinic and nicotinic receptors, and it is well-established that common pesticide chemicals disrupt this regulation. METHODS Twenty agricultural workers exposed to pesticides, and twenty participants not exposed, underwent visual screening, and pupil size evaluation under mesopic and photopic conditions. Additionally, signs of neurotoxicity and pesticide exposure in both groups were evaluated using the modified version of the neurotoxic symptoms questionnaire (Q16) and measuring cholinesterase (AChE) levels in blood, respectively. RESULTS Agricultural workers exposed to pesticides had a score indicating medium-high level of neurotoxicity (49.85 (SD ± 8.94)) which was significantly higher (t (36) = 7.659, p ≤ 0.0001) than non-exposed participants who had low levels of neurotoxicity (27.25 SD ± 8.86). There was a significant difference in pupil size (mm) under mesopic (t (19) 4.42 p = 0.003) and scotopic (t (19) 4.63, p = 0.0002) conditions between the two groups. Additionally, there was a significant difference in AChE blood levels (t (19) 2.94 p = 0.008) between exposed and non-exposed participants, indicating that exposed workers had low levels of this enzyme (average exposed group 3381 U/L (SD ± 1306)) compared to the non-exposed group (average non-exposed group 4765 U/L (SD ± 1300)). A significant negative correlation between AChE levels, years of exposure, and pupil size was found. The latter finding importantly showed that smaller pupils are associated with the accumulation of acetylcholine or a decrease in the activity of the enzyme AChE. CONCLUSION Pupil size of agricultural workers exposed to pesticides can be abnormal and is associated with neurotoxicity as indicated by symptomatology and cholinesterase levels. Evaluation of pupil size may be useful for clinically detecting neurotoxicity.
Collapse
Affiliation(s)
- Ingrid Astrid Jiménez-Barbosa
- Health Sciences Faculty, Universidad de La Salle, Bogotá, Colombia
- School of Optometry and Vision Science, The University of New South Wales, Sydney, Australia
| | | | | | - Sieu K Khuu
- School of Optometry and Vision Science, The University of New South Wales, Sydney, Australia
| |
Collapse
|
5
|
Chin HH, Tai YH, Yep R, Chang YH, Hsu CH, Wang CA. Investigating causal effects of pupil size on visual discrimination and visually evoked potentials in an optotype discrimination task. Front Neurosci 2024; 18:1412527. [PMID: 39411147 PMCID: PMC11473405 DOI: 10.3389/fnins.2024.1412527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 08/19/2024] [Indexed: 10/19/2024] Open
Abstract
Pupil size primarily changes to regulate the amount of light entering the retina, optimizing the balance between visual acuity and sensitivity for effective visual processing. However, research directly examining the relationship between pupil size and visual processing has been limited. While a few studies have recorded pupil size and EEG signals to investigate the role of pupil size in visual processing, these studies have predominantly focused on the domain of visual sensitivity. Causal effects of pupil size on visual acuity, therefore, remain poorly understood. By manipulating peripheral background luminance levels and target stimulus contrast while simultaneously recording pupillometry and EEG signals, we examined how absolute pupil size affects visual discrimination and visually evoked potentials (VEP) in a task using optotype mimicking the Snellen eye chart, the most common assessment of visual acuity. Our findings indicate that both higher background luminance levels and higher target contrast were associated with improved target discrimination and faster correct reaction times. Moreover, while higher contrast visual stimuli evoked larger VEPs, the effects of pupil size on VEPs were not significant. Additionally, we did not observe inter-individual correlations between absolute pupil size and discrimination performance or VEP amplitude. Together, our results demonstrate that absolute pupil size, regulated by global luminance level, played a functional role in enhancing visual discrimination performance in an optotype discrimination task. The differential VEP effects of pupil size compared to those of stimulus contrast further suggested distinct neural mechanisms involved in facilitating visual acuity under small pupils.
Collapse
Affiliation(s)
- Hsin-Hua Chin
- Eye-Tracking Laboratory, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
- Department of Psychology, Chung Yuan Christian University, Taoyuan, Taiwan
| | - Ying-Hsuan Tai
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Anesthesiology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Rachel Yep
- Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
| | - Yi-Hsuan Chang
- Eye-Tracking Laboratory, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
- Institute of Cognitive Neuroscience, National Central University, Taoyuan, Taiwan
| | - Chun-Hsien Hsu
- Institute of Cognitive Neuroscience, National Central University, Taoyuan, Taiwan
| | - Chin-An Wang
- Eye-Tracking Laboratory, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Department of Anesthesiology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| |
Collapse
|
6
|
Ziereis A, Schacht A. Additive effects of emotional expression and stimulus size on the perception of genuine and artificial facial expressions: an ERP study. Sci Rep 2024; 14:5574. [PMID: 38448642 PMCID: PMC10918072 DOI: 10.1038/s41598-024-55678-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 02/26/2024] [Indexed: 03/08/2024] Open
Abstract
Seeing an angry individual in close physical proximity can not only result in a larger retinal representation of that individual and an enhanced resolution of emotional cues, but may also increase motivation for rapid visual processing and action preparation. The present study investigated the effects of stimulus size and emotional expression on the perception of happy, angry, non-expressive, and scrambled faces. We analyzed event-related potentials (ERPs) and behavioral responses of N = 40 participants who performed a naturalness classification task on real and artificially created facial expressions. While the emotion-related effects on accuracy for recognizing authentic expressions were modulated by stimulus size, ERPs showed only additive effects of stimulus size and emotional expression, with no significant interaction with size. This contrasts with previous research on emotional scenes and words. Effects of size were present in all included ERPs, whereas emotional expressions affected the N170, EPN, and LPC, irrespective of size. These results imply that the decoding of emotional valence in faces can occur even for small stimuli. Supra-additive effects in faces may necessitate larger size ranges or dynamic stimuli that increase arousal.
Collapse
Affiliation(s)
- Annika Ziereis
- Department for Cognition, Emotion and Behavior, Affective Neuroscience and Psychophysiology Laboratory, Georg-August-University of Göttingen, 37073, Göttingen, Germany.
| | - Anne Schacht
- Department for Cognition, Emotion and Behavior, Affective Neuroscience and Psychophysiology Laboratory, Georg-August-University of Göttingen, 37073, Göttingen, Germany
| |
Collapse
|
7
|
Mathôt S, Berberyan H, Büchel P, Ruuskanen V, Vilotijević A, Kruijne W. Effects of pupil size as manipulated through ipRGC activation on visual processing. Neuroimage 2023; 283:120420. [PMID: 37871758 DOI: 10.1016/j.neuroimage.2023.120420] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 10/19/2023] [Accepted: 10/21/2023] [Indexed: 10/25/2023] Open
Abstract
The size of the eyes' pupils determines how much light enters the eye and also how well this light is focused. Through this route, pupil size shapes the earliest stages of visual processing. Yet causal effects of pupil size on vision are poorly understood and rarely studied. Here we introduce a new way to manipulate pupil size, which relies on activation of intrinsically photosensitive retinal ganglion cells (ipRGCs) to induce sustained pupil constriction. We report the effects of both experimentally induced and spontaneous changes in pupil size on visual processing as measured through EEG. We compare these to the effects of stimulus intensity and covert visual attention, because previous studies have shown that these factors all have comparable effects on some common measures of early visual processing, such as detection performance and steady-state visual evoked potentials; yet it is still unclear whether these are superficial similarities, or rather whether they reflect similar underlying processes. Using a mix of neural-network decoding, ERP analyses, and time-frequency analyses, we find that induced pupil size, spontaneous pupil size, stimulus intensity, and covert visual attention all affect EEG responses, mainly over occipital and parietal electrodes, but-crucially-that they do so in qualitatively different ways. Induced and spontaneous pupil-size changes mainly modulate activity patterns (but not overall power or intertrial coherence) in the high-frequency beta range; this may reflect an effect of pupil size on oculomotor activity and/ or visual processing. In addition, spontaneous (but not induced) pupil size tends to correlate positively with intertrial coherence in the alpha band; this may reflect a non-causal relationship, mediated by arousal. Taken together, our findings suggest that pupil size has qualitatively different effects on visual processing from stimulus intensity and covert visual attention. This shows that pupil size as manipulated through ipRGC activation strongly affects visual processing, and provides concrete starting points for further study of this important yet understudied earliest stage of visual processing.
Collapse
Affiliation(s)
- Sebastiaan Mathôt
- Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, Groningen 9712TS, the Netherlands.
| | | | - Philipp Büchel
- Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, Groningen 9712TS, the Netherlands
| | - Veera Ruuskanen
- Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, Groningen 9712TS, the Netherlands
| | - Ana Vilotijević
- Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, Groningen 9712TS, the Netherlands
| | - Wouter Kruijne
- Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, Groningen 9712TS, the Netherlands
| |
Collapse
|
8
|
Ziereis A, Schacht A. Gender congruence and emotion effects in cross-modal associative learning: Insights from ERPs and pupillary responses. Psychophysiology 2023; 60:e14380. [PMID: 37387451 DOI: 10.1111/psyp.14380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 05/01/2023] [Accepted: 06/17/2023] [Indexed: 07/01/2023]
Abstract
Social and emotional cues from faces and voices are highly relevant and have been reliably demonstrated to attract attention involuntarily. However, there are mixed findings as to which degree associating emotional valence to faces occurs automatically. In the present study, we tested whether inherently neutral faces gain additional relevance by being conditioned with either positive, negative, or neutral vocal affect bursts. During learning, participants performed a gender-matching task on face-voice pairs without explicit emotion judgments of the voices. In the test session on a subsequent day, only the previously associated faces were presented and had to be categorized regarding gender. We analyzed event-related potentials (ERPs), pupil diameter, and response times (RTs) of N = 32 subjects. Emotion effects were found in auditory ERPs and RTs during the learning session, suggesting that task-irrelevant emotion was automatically processed. However, ERPs time-locked to the conditioned faces were mainly modulated by the task-relevant information, that is, the gender congruence of the face and voice, but not by emotion. Importantly, these ERP and RT effects of learned congruence were not limited to learning but extended to the test session, that is, after removing the auditory stimuli. These findings indicate successful associative learning in our paradigm, but it did not extend to the task-irrelevant dimension of emotional relevance. Therefore, cross-modal associations of emotional relevance may not be completely automatic, even though the emotion was processed in the voice.
Collapse
Affiliation(s)
- Annika Ziereis
- Department for Cognition, Emotion and Behavior, Affective Neuroscience and Psychophysiology Laboratory, Institute of Psychology, Georg-August-University of Göttingen, Göttingen, Germany
| | - Anne Schacht
- Department for Cognition, Emotion and Behavior, Affective Neuroscience and Psychophysiology Laboratory, Institute of Psychology, Georg-August-University of Göttingen, Göttingen, Germany
| |
Collapse
|
9
|
Pasqualette L, Klinger S, Kulke L. Development and validation of a natural dynamic facial expression stimulus set. PLoS One 2023; 18:e0287049. [PMID: 37379278 DOI: 10.1371/journal.pone.0287049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/26/2023] [Indexed: 06/30/2023] Open
Abstract
Emotion research commonly uses either controlled and standardised pictures or natural video stimuli to measure participants' reactions to emotional content. Natural stimulus materials can be beneficial; however, certain measures such as neuroscientific methods, require temporally and visually controlled stimulus material. The current study aimed to create and validate video stimuli in which a model displays positive, neutral and negative expressions. These stimuli were kept as natural as possible while editing timing and visual features to make them suitable for neuroscientific research (e.g. EEG). The stimuli were successfully controlled regarding their features and the validation studies show that participants reliably classify the displayed expression correctly and perceive it as genuine. In conclusion, we present a motion stimulus set that is perceived as natural and that is suitable for neuroscientific research, as well as a pipeline describing successful editing methods for controlling natural stimuli.
Collapse
Affiliation(s)
- Laura Pasqualette
- Neurocognitive Developmental Psychology, Psychology Department, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Bavaria, Germany
- Developmental and Educational Psychology Department, University of Bremen, Bremen, Germany
| | - Sara Klinger
- Neurocognitive Developmental Psychology, Psychology Department, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Bavaria, Germany
| | - Louisa Kulke
- Neurocognitive Developmental Psychology, Psychology Department, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Bavaria, Germany
- Developmental and Educational Psychology Department, University of Bremen, Bremen, Germany
| |
Collapse
|
10
|
Effects of aging on face processing: An ERP study of the own-age bias with neutral and emotional faces. Cortex 2023; 161:13-25. [PMID: 36878097 DOI: 10.1016/j.cortex.2023.01.007] [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: 03/31/2022] [Revised: 07/25/2022] [Accepted: 01/19/2023] [Indexed: 02/20/2023]
Abstract
Older adults systematically show an enhanced N170 amplitude during the visualization of facial expressions of emotion. The present study aimed to replicate this finding, further investigating if this effect is specific to facial stimuli, present in other neural correlates of face processing, and modulated by own-age faces. To this purpose, younger (n = 25; Mage = 28.36), middle-aged (n = 23; Mage = 48.74), and older adults (n = 25; Mage = 67.36) performed two face/emotion identification tasks during an EEG recording. The results showed that groups did not differ regarding P100 amplitude, but older adults had increased N170 amplitude for both facial and non-facial stimuli. The event-related potentials analysed were not modulated by an own-age bias, but older faces elicited larger N170 in the Emotion Identification Task for all groups. This increased amplitude may reflect a higher ambiguity of older faces due to age-related changes in their physical features, which may elicit higher neural resources to decode. Regarding P250, older faces elicited decreased amplitudes than younger faces, which may reflect a reduced processing of the emotional content of older faces. This interpretation is consistent with the lower accuracy obtained for this category of stimuli across groups. These results have important social implications and suggest that aging may hamper the neural processing of facial expressions of emotion, especially for own-age peers.
Collapse
|
11
|
Kim D, Chang C, Margrett J. Understanding Older Adults' Perception and Usage of Indoor Lighting in Independent Senior Living. HERD-HEALTH ENVIRONMENTS RESEARCH & DESIGN JOURNAL 2021; 14:215-228. [PMID: 33511880 DOI: 10.1177/1937586720988616] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The main purpose of this research is to examine the lighting condition and residents' perception of lighting in a senior retirement community in order to understand various environmental issues related to lighting. Also, this research aims to suggest a new lighting solution to compensate for older adults' vision impairment and challenges at home for a successful aging place. In the normal aging process, more than 30% of older adults have a vision impairment, which negatively affects health and well-being of older adults such as limited activities, falling, loneliness, depression, anxiety, and a sense of control. Via a mixed method study design, residents in senior living communities were asked to describe the adequacy of light levels and specific tasks and needs related to lighting at their home. In addition to the survey and interview, indoor lighting assessments were conducted during the in-home session. The research findings highlighted older adults' experience and perception of lighting in their homes. Paired-sample t test indicated that there were statistically significant differences in light levels between normal conditions and full capacity conditions in all spaces. In order to address various challenges which older adults have been experiencing in their home for a long time, this research suggests new smart lighting platform which provides a proper level of illumination in older adult's homes. Such a smart platform is proactive and can dynamically adjust the smart devices or lighting fixtures in situ, while older adults are performing certain tasks.
Collapse
Affiliation(s)
- Daejin Kim
- Department of Interior Design at 3616Iowa State University, Ames, IA, USA
| | - Carl Chang
- Department of Computer Science at 3616Iowa State University, Ames, IA, USA
| | - Jennifer Margrett
- Department of Human Development and Family Studies at 3616Iowa State University, Ames, IA, USA
| |
Collapse
|
12
|
Boutet I, Shah DK, Collin CA, Berti S, Persike M, Meinhardt-Injac B. Age-related changes in amplitude, latency and specialization of ERP responses to faces and watches. AGING NEUROPSYCHOLOGY AND COGNITION 2020; 28:37-64. [PMID: 31905310 DOI: 10.1080/13825585.2019.1708253] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Healthy aging is associated with impairments in face recognition. While earlier research suggests that these impairments arise during memory retrieval, more recent findings suggest that earlier mechanisms, at the perceptual stage, may also be at play. However, results are often inconsistent and very few studies have included a non-face control stimulus to facilitate interpretation of results with respect to the implication of specialized face mechanisms vs. general cognitive factors. To address these issues, P100, N170 and P200 event-related potentials (ERPs) were measured during processing of faces and watches. For faces, age-related differences were found for P100, N170 and P200 ERPs. For watches, age-related differences were found for N170 and P200 ERPs. Older adults showed less selective and less lateralized N170 responses to faces, suggesting that ERPs can detect age-related de-differentiation of specialized face networks. We conclude that age-related impairments in face recognition arise in part from difficulties in the earliest perceptual stages of visual information processing. A working model is presented based on coarse-to-fine analysis of visually similar exemplars.
Collapse
Affiliation(s)
- I Boutet
- School of Psychology, University of Ottawa , Ottawa, Ontario, Canada
| | - D K Shah
- School of Psychology, University of Ottawa , Ottawa, Ontario, Canada
| | - C A Collin
- School of Psychology, University of Ottawa , Ottawa, Ontario, Canada
| | - S Berti
- Department of Psychology, Johannes Gutenberg University , Mainz, Germany
| | - M Persike
- Department of Psychology, Johannes Gutenberg University , Mainz, Germany
| | - B Meinhardt-Injac
- Catholic University of Applied Science Berlin (KHSB) , Berlin, Germany
| |
Collapse
|
13
|
Jaworska K, Yi F, Ince RAA, van Rijsbergen NJ, Schyns PG, Rousselet GA. Healthy aging delays the neural processing of face features relevant for behavior by 40 ms. Hum Brain Mapp 2019; 41:1212-1225. [PMID: 31782861 PMCID: PMC7268067 DOI: 10.1002/hbm.24869] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 10/16/2019] [Accepted: 11/10/2019] [Indexed: 12/18/2022] Open
Abstract
Fast and accurate face processing is critical for everyday social interactions, but it declines and becomes delayed with age, as measured by both neural and behavioral responses. Here, we addressed the critical challenge of understanding how aging changes neural information processing mechanisms to delay behavior. Young (20-36 years) and older (60-86 years) adults performed the basic social interaction task of detecting a face versus noise while we recorded their electroencephalogram (EEG). In each participant, using a new information theoretic framework we reconstructed the features supporting face detection behavior, and also where, when and how EEG activity represents them. We found that occipital-temporal pathway activity dynamically represents the eyes of the face images for behavior ~170 ms poststimulus, with a 40 ms delay in older adults that underlies their 200 ms behavioral deficit of slower reaction times. Our results therefore demonstrate how aging can change neural information processing mechanisms that underlie behavioral slow down.
Collapse
Affiliation(s)
- Katarzyna Jaworska
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
| | - Fei Yi
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
| | - Robin A A Ince
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
| | | | - Philippe G Schyns
- Institute of Neuroscience and Psychology, University of Glasgow, Glasgow, UK
| | | |
Collapse
|
14
|
Neural time course and brain sources of facial attractiveness vs. trustworthiness judgment. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 18:1233-1247. [PMID: 30187360 DOI: 10.3758/s13415-018-0634-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Prior research has shown that the more (or less) attractive a face is judged, the more (or less) trustworthy the person is deemed and that some common neural networks are recruited during facial attractiveness and trustworthiness evaluation. To interpret the relationship between attractiveness and trustworthiness (e.g., whether perception of personal trustworthiness may depend on perception of facial attractiveness), we investigated their relative neural processing time course. An event-related potential (ERP) paradigm was used, with localization of brain sources of the scalp neural activity. Face stimuli with a neutral, angry, happy, or surprised expression were presented in an attractiveness judgment, a trustworthiness judgment, or a control (no explicit social judgment) task. Emotional facial expression processing occurred earlier (N170 and EPN, 150-290 ms post-stimulus onset) than attractiveness and trustworthiness processing (P3b, 400-700 ms). Importantly, right-central ERP (C2, C4, C6) differences reflecting discrimination between "yes" (attractive or trustworthy) and "no" (unattractive or untrustworthy) decisions occurred at least 400 ms earlier for attractiveness than for trustworthiness, in the absence of LRP motor preparation differences. Neural source analysis indicated that facial processing brain networks (e.g., LG, FG, and IPL-extending to pSTS), also right-lateralized, were involved in the discrimination time course differences. This suggests that attractiveness impressions precede and might prime trustworthiness inferences and that the neural time course differences reflect truly facial encoding processes.
Collapse
|
15
|
McNair SW, Kayser SJ, Kayser C. Consistent pre-stimulus influences on auditory perception across the lifespan. Neuroimage 2019; 186:22-32. [PMID: 30391564 PMCID: PMC6347568 DOI: 10.1016/j.neuroimage.2018.10.085] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 10/29/2018] [Accepted: 10/31/2018] [Indexed: 01/29/2023] Open
Abstract
As we get older, perception in cluttered environments becomes increasingly difficult as a result of changes in peripheral and central neural processes. Given the aging society, it is important to understand the neural mechanisms constraining perception in the elderly. In young participants, the state of rhythmic brain activity prior to a stimulus has been shown to modulate the neural encoding and perceptual impact of this stimulus - yet it remains unclear whether, and if so, how, the perceptual relevance of pre-stimulus activity changes with age. Using the auditory system as a model, we recorded EEG activity during a frequency discrimination task from younger and older human listeners. By combining single-trial EEG decoding with linear modelling we demonstrate consistent statistical relations between pre-stimulus power and the encoding of sensory evidence in short-latency EEG components, and more variable relations between pre-stimulus phase and subjects' decisions in longer-latency components. At the same time, we observed a significant slowing of auditory evoked responses and a flattening of the overall EEG frequency spectrum in the older listeners. Our results point to mechanistically consistent relations between rhythmic brain activity and sensory encoding that emerge despite changes in neural response latencies and the relative amplitude of rhythmic brain activity with age.
Collapse
Affiliation(s)
- Steven W McNair
- Institute of Neuroscience and Psychology, University of Glasgow, 62 Hillhead Street, G12 8QB, United Kingdom
| | - Stephanie J Kayser
- Department for Cognitive Neuroscience, Faculty of Biology, Bielefeld University, Universitätsstr. 25, 33615, Bielefeld, Germany; Cognitive Interaction Technology - Center of Excellence, Bielefeld University, Inspiration 1, 33615, Bielefeld, Germany
| | - Christoph Kayser
- Department for Cognitive Neuroscience, Faculty of Biology, Bielefeld University, Universitätsstr. 25, 33615, Bielefeld, Germany; Cognitive Interaction Technology - Center of Excellence, Bielefeld University, Inspiration 1, 33615, Bielefeld, Germany.
| |
Collapse
|
16
|
Ward LM, Morison G, Simmers AJ, Shahani U. Age-Related Changes in Global Motion Coherence: Conflicting Haemodynamic and Perceptual Responses. Sci Rep 2018; 8:10013. [PMID: 29968729 PMCID: PMC6030110 DOI: 10.1038/s41598-018-27803-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 06/08/2018] [Indexed: 11/22/2022] Open
Abstract
Our aim was to use both behavioural and neuroimaging data to identify indicators of perceptual decline in motion processing. We employed a global motion coherence task and functional Near Infrared Spectroscopy (fNIRS). Healthy adults (n = 72, 18-85) were recruited into the following groups: young (n = 28, mean age = 28), middle-aged (n = 22, mean age = 50), and older adults (n = 23, mean age = 70). Participants were assessed on their motion coherence thresholds at 3 different speeds using a psychophysical design. As expected, we report age group differences in motion processing as demonstrated by higher motion coherence thresholds in older adults. Crucially, we add correlational data showing that global motion perception declines linearly as a function of age. The associated fNIRS recordings provide a clear physiological correlate of global motion perception. The crux of this study lies in the robust linear correlation between age and haemodynamic response for both measures of oxygenation. We hypothesise that there is an increase in neural recruitment, necessitating an increase in metabolic need and blood flow, which presents as a higher oxygenated haemoglobin response. We report age-related changes in motion perception with poorer behavioural performance (high motion coherence thresholds) associated with an increased haemodynamic response.
Collapse
Affiliation(s)
- Laura McKernan Ward
- Department of Vision Science, Glasgow Caledonian University, 70 Cowcaddens Road, Glasgow, G4 0BA, United Kingdom.
| | - Gordon Morison
- Department of Engineering, Glasgow Caledonian University, 70 Cowcaddens Road, Glasgow, G4 0BA, United Kingdom
| | - Anita Jane Simmers
- Department of Vision Science, Glasgow Caledonian University, 70 Cowcaddens Road, Glasgow, G4 0BA, United Kingdom
| | - Uma Shahani
- Department of Vision Science, Glasgow Caledonian University, 70 Cowcaddens Road, Glasgow, G4 0BA, United Kingdom
| |
Collapse
|
17
|
Mienaltowski A, Lemerise EA, Greer K, Burke L. Age-related differences in emotion matching are limited to low intensity expressions. AGING NEUROPSYCHOLOGY AND COGNITION 2018; 26:348-366. [PMID: 29471716 DOI: 10.1080/13825585.2018.1441363] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Multi-label tasks confound age differences in perceptual and cognitive processes. We examined age differences in emotion perception with a technique that did not require verbal labels. Participants matched the emotion expressed by a target to two comparison stimuli, one neutral and one emotional. Angry, disgusted, fearful, happy, and sad facial expressions of varying intensity were used. Although older adults took longer to respond than younger adults, younger adults only outmatched older adults for the lowest intensity disgust and fear expressions. Some participants also completed an identity matching task in which target stimuli were matched on personal identity instead of emotion. Although irrelevant to the judgment, expressed emotion still created interference. All participants were less accurate when the apparent difference in expressive intensity of the matched stimuli was large, suggesting that salient emotion cues increased difficulty of identity matching. Age differences in emotion perception were limited to very low intensity expressions.
Collapse
Affiliation(s)
- Andrew Mienaltowski
- a Department of Psychological Sciences, Ogden College of Science and Engineering , Western Kentucky University , Bowling Green , KY , USA
| | - Elizabeth A Lemerise
- a Department of Psychological Sciences, Ogden College of Science and Engineering , Western Kentucky University , Bowling Green , KY , USA
| | - Kaitlyn Greer
- a Department of Psychological Sciences, Ogden College of Science and Engineering , Western Kentucky University , Bowling Green , KY , USA
| | - Lindsey Burke
- a Department of Psychological Sciences, Ogden College of Science and Engineering , Western Kentucky University , Bowling Green , KY , USA
| |
Collapse
|
18
|
Chadnova E, Reynaud A, Clavagnier S, Baker D, Baillet S, Hess R. Interocular interaction of contrast and luminance signals in human primary visual cortex. Neuroimage 2018; 167:23-30. [DOI: 10.1016/j.neuroimage.2017.10.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 10/11/2017] [Accepted: 10/17/2017] [Indexed: 11/16/2022] Open
|
19
|
Agnew HC, Pilz KS. Temporal aspects of natural scene categorisation in healthy ageing. Vision Res 2017; 140:25-32. [PMID: 28774776 DOI: 10.1016/j.visres.2017.06.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 05/11/2017] [Accepted: 06/09/2017] [Indexed: 11/25/2022]
Abstract
The visual system has an extraordinary capability to extract categorical information from complex scenes. Age-related deficits in visual temporal processing have been found with both low-level and high-level stimuli. However, it is unknown to which extent those deficits extend to the processing of complex scenes. Here, we investigated the temporal characteristics of natural scene categorisation in healthy ageing. Using a backward masking paradigm, we asked young-old (aged 59-70), old-old (aged 70+) and younger adults (18-31years) to perform a go/no-go task, in which they had to respond to images of animals whilst ignoring images of landscapes. Both age groups were overall faster and more accurate in responding to the target images as the stimulus onset asynchrony (SOA) between target image and mask increased. Older adults, especially those in the old-old group, were significantly less accurate than younger adults for short SOAs but performed equally well at long SOAs. However, we found no age-difference in reaction times. Our findings suggest that the temporal processing of complex scenes is impaired in healthy older adults independently of reduced motor abilities. They also indicate that such deficits in natural scene categorisation become more evident with increasing age. Our findings might have important implications for the wellbeing of older adults and road safety in general.
Collapse
Affiliation(s)
- Hannah C Agnew
- School of Psychology, University of Aberdeen, Scotland, UK.
| | - Karin S Pilz
- School of Psychology, University of Aberdeen, Scotland, UK
| |
Collapse
|
20
|
Price D, Tyler LK, Neto Henriques R, Campbell KL, Williams N, Treder M, Taylor JR, Henson RNA. Age-related delay in visual and auditory evoked responses is mediated by white- and grey-matter differences. Nat Commun 2017; 8:15671. [PMID: 28598417 PMCID: PMC5472747 DOI: 10.1038/ncomms15671] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 04/18/2017] [Indexed: 12/02/2022] Open
Abstract
Slowing is a common feature of ageing, yet a direct relationship between neural slowing and brain atrophy is yet to be established in healthy humans. We combine magnetoencephalographic (MEG) measures of neural processing speed with magnetic resonance imaging (MRI) measures of white and grey matter in a large population-derived cohort to investigate the relationship between age-related structural differences and visual evoked field (VEF) and auditory evoked field (AEF) delay across two different tasks. Here we use a novel technique to show that VEFs exhibit a constant delay, whereas AEFs exhibit delay that accumulates over time. White-matter (WM) microstructure in the optic radiation partially mediates visual delay, suggesting increased transmission time, whereas grey matter (GM) in auditory cortex partially mediates auditory delay, suggesting less efficient local processing. Our results demonstrate that age has dissociable effects on neural processing speed, and that these effects relate to different types of brain atrophy.
Collapse
Affiliation(s)
- D. Price
- Medical Research Council, Cognition and Brain Sciences Unit, Cambridge CB2 7EF, UK
| | - L. K. Tyler
- Cambridge Centre for Ageing and Neuroscience, University of Cambridge and MRC Cognition and Brain Sciences Unit, Cambridge CB2 3EB, UK
| | - R. Neto Henriques
- Medical Research Council, Cognition and Brain Sciences Unit, Cambridge CB2 7EF, UK
| | - K. L. Campbell
- Department of Psychology, Harvard University, Harvard, Massachusetts 02138, USA
| | - N. Williams
- Neuroscience Centre, University of Helsinki, Helsinki, FI-00014, Finland
| | - M.S. Treder
- Cambridge Centre for Ageing and Neuroscience, University of Cambridge and MRC Cognition and Brain Sciences Unit, Cambridge CB2 3EB, UK
| | - J. R. Taylor
- Division of Neuroscience and Experimental Psychology, School of Psychological Sciences, University of Manchester, Manchester M13 9PL, UK
| | - R. N. A. Henson
- Medical Research Council, Cognition and Brain Sciences Unit, Cambridge CB2 7EF, UK
| |
Collapse
|
21
|
Curzietti M, Bonnefond A, Staub B, Vidailhet P, Doignon-Camus N. The effects of age on visual expertise for print. BRAIN AND LANGUAGE 2017; 169:48-56. [PMID: 28327370 DOI: 10.1016/j.bandl.2017.03.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 01/03/2017] [Accepted: 03/03/2017] [Indexed: 06/06/2023]
Abstract
Progressive visual processing decline is a known factor in aging. The present study investigates the evolution of visual expertise for printed stimuli with aging. Fifty-five participants of increasing age (20-30, 40-50, 60-70, 75-85years old) were recruited. Behavioral and EEG data were collected during a lexical decision task, in which words and symbol strings were presented. Analyses of EEG data focused mainly on three major points: visual expertise for print, automatization of the expertise and differences in attentional demand between the processing of words and symbols. Results indicated a preservation of visual expertise with age, with larger N170 amplitude for words than for symbols. Moreover, a decrease in stimulus processing speed was observed as a function of age. No difference in attentional demand as a function of stimulus was observed.
Collapse
Affiliation(s)
- Maxime Curzietti
- INSERM 1114, Department of Psychiatry, University of Strasbourg, France.
| | - Anne Bonnefond
- INSERM 1114, Department of Psychiatry, University of Strasbourg, France
| | - Bérengère Staub
- INSERM 1114, Department of Psychiatry, University of Strasbourg, France
| | - Pierre Vidailhet
- INSERM 1114, Department of Psychiatry, University of Strasbourg, France
| | - Nadège Doignon-Camus
- LISEC EA 2310, University of Strasbourg, University of Haute-Alsace, University of Lorraine, France
| |
Collapse
|
22
|
Rotationally asymmetric multifocal intraocular lenses: preoperative considerations and postoperative outcomes. Curr Opin Ophthalmol 2017; 28:9-15. [PMID: 27828894 DOI: 10.1097/icu.0000000000000339] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE OF REVIEW The manuscript presents a review of recently published studies reporting objective and subjective outcomes and preoperative considerations of asymmetrical multifocal intraocular lenses (IOLs). RECENT FINDINGS Current publications suggest that asymmetrical multifocal IOLs provide good, distance, intermediate and near vision for cataract and clear lens extraction patients. The contrast sensitivity achieved is similar to monofocal IOLs. Photopic phenomenon such as glare and halos has been reduced through the use of these IOLs leading to better patient satisfaction. Centration plays a critical role and the lack of a gold standard assessment tool has led to a minority of patients experiencing lower quality of vision and side-effects such as glare and hazy vision. The frequency of dissatisfied patients can be minimized by appropriate patient selection. This is achieved by assessing pupil parameters which guides the surgeon to align the IOL accordingly. SUMMARY Asymmetric multifocal IOLs provide the surgeon with an IOL that achieves excellent visual and refractive outcomes enabling patients to see clearly at a range of distances. Subjectively patients report low levels of photopic phenomena and high levels of spectacle independence resulting in high overall patient satisfaction.
Collapse
|
23
|
Age-induced differences in brain neural activation elicited by visual emotional stimuli: A high-density EEG study. Neuroscience 2017; 340:268-278. [PMID: 27810392 DOI: 10.1016/j.neuroscience.2016.10.059] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Revised: 10/24/2016] [Accepted: 10/24/2016] [Indexed: 11/22/2022]
Abstract
Identifying the brain sources of neural activation during processing of emotional information remains a very challenging task. In this work, we investigated the response to different emotional stimuli and the effect of age on the neuronal activation. Two negative emotion conditions, i.e., 'anger' and 'fear' faces were presented to 22 adult female participants (11 young and 11 elderly) while acquiring high-density electroencephalogram (EEG) data of 256 channels. Brain source localization was utilized to study the modulations in the early N170 event-related-potential component. The results revealed alterations in the amplitude of N170 and the localization of areas with maximum neural activation. Furthermore, age-induced differences are shown in the topographic maps and the neural activation for both emotional stimuli. Overall, aging appeared to affect the limbic area and its implication to emotional processing. These findings can serve as a step toward the understanding of the way the brain functions and evolves with age which is a significant element in the design of assistive environments.
Collapse
|
24
|
Groen IIA, Silson EH, Baker CI. Contributions of low- and high-level properties to neural processing of visual scenes in the human brain. Philos Trans R Soc Lond B Biol Sci 2017; 372:rstb.2016.0102. [PMID: 28044013 DOI: 10.1098/rstb.2016.0102] [Citation(s) in RCA: 90] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/20/2016] [Indexed: 11/12/2022] Open
Abstract
Visual scene analysis in humans has been characterized by the presence of regions in extrastriate cortex that are selectively responsive to scenes compared with objects or faces. While these regions have often been interpreted as representing high-level properties of scenes (e.g. category), they also exhibit substantial sensitivity to low-level (e.g. spatial frequency) and mid-level (e.g. spatial layout) properties, and it is unclear how these disparate findings can be united in a single framework. In this opinion piece, we suggest that this problem can be resolved by questioning the utility of the classical low- to high-level framework of visual perception for scene processing, and discuss why low- and mid-level properties may be particularly diagnostic for the behavioural goals specific to scene perception as compared to object recognition. In particular, we highlight the contributions of low-level vision to scene representation by reviewing (i) retinotopic biases and receptive field properties of scene-selective regions and (ii) the temporal dynamics of scene perception that demonstrate overlap of low- and mid-level feature representations with those of scene category. We discuss the relevance of these findings for scene perception and suggest a more expansive framework for visual scene analysis.This article is part of the themed issue 'Auditory and visual scene analysis'.
Collapse
Affiliation(s)
- Iris I A Groen
- Laboratory of Brain and Cognition, National Institutes of Health, 10 Center Drive 10-3N228, Bethesda, MD, USA
| | - Edward H Silson
- Laboratory of Brain and Cognition, National Institutes of Health, 10 Center Drive 10-3N228, Bethesda, MD, USA
| | - Chris I Baker
- Laboratory of Brain and Cognition, National Institutes of Health, 10 Center Drive 10-3N228, Bethesda, MD, USA
| |
Collapse
|
25
|
Kurt P, Eroğlu K, Bayram Kuzgun T, Güntekin B. The modulation of delta responses in the interaction of brightness and emotion. Int J Psychophysiol 2016; 112:1-8. [PMID: 27871912 DOI: 10.1016/j.ijpsycho.2016.11.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 11/12/2016] [Accepted: 11/17/2016] [Indexed: 12/19/2022]
Abstract
The modulation of delta oscillations (0.5-3.5Hz) by emotional stimuli is reported. Physical attributes such as color, brightness and spatial frequency of emotional visual stimuli have crucial effect on the perception of complex scene. Brightness is intimately related with emotional valence. Here we explored the effect of brightness on delta oscillatory responses upon presentation of pleasant, unpleasant and neutral pictures. We found that bright unpleasant pictures elicited lower amplitude of delta response than original unpleasant pictures. The electrophysiological finding of the study was in accordance with behavioral data. These results denoted the importance of delta responses on the examination of the association between perceptual and conceptual processes while in the question of brightness and emotion.
Collapse
Affiliation(s)
- Pınar Kurt
- Istanbul Arel University, Department of Psychology, Istanbul, Turkey.
| | - Kübra Eroğlu
- Istanbul Arel University, Department of Electrical and Electronics Engineering, Istanbul, Turkey
| | | | - Bahar Güntekin
- Istanbul Medipol University, Faculty of Medicine, Department of Biophysics, Istanbul, Turkey; Istanbul Medipol University, Faculty of Medicine, REMER Clinical Electrophysiology, Neuroimaging and Neuromodulation Laboratory, Istanbul, Turkey
| |
Collapse
|
26
|
Groen IIA, Ghebreab S, Lamme VAF, Scholte HS. The time course of natural scene perception with reduced attention. J Neurophysiol 2016; 115:931-46. [DOI: 10.1152/jn.00896.2015] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 11/09/2015] [Indexed: 11/22/2022] Open
Abstract
Attention is thought to impose an informational bottleneck on vision by selecting particular information from visual scenes for enhanced processing. Behavioral evidence suggests, however, that some scene information is extracted even when attention is directed elsewhere. Here, we investigated the neural correlates of this ability by examining how attention affects electrophysiological markers of scene perception. In two electro-encephalography (EEG) experiments, human subjects categorized real-world scenes as manmade or natural (full attention condition) or performed tasks on unrelated stimuli in the center or periphery of the scenes (reduced attention conditions). Scene processing was examined in two ways: traditional trial averaging was used to assess the presence of a categorical manmade/natural distinction in event-related potentials, whereas single-trial analyses assessed whether EEG activity was modulated by scene statistics that are diagnostic of naturalness of individual scenes. The results indicated that evoked activity up to 250 ms was unaffected by reduced attention, showing intact categorical differences between manmade and natural scenes and strong modulations of single-trial activity by scene statistics in all conditions. Thus initial processing of both categorical and individual scene information remained intact with reduced attention. Importantly, however, attention did have profound effects on later evoked activity; full attention on the scene resulted in prolonged manmade/natural differences, increased neural sensitivity to scene statistics, and enhanced scene memory. These results show that initial processing of real-world scene information is intact with diminished attention but that the depth of processing of this information does depend on attention.
Collapse
Affiliation(s)
- Iris I. A. Groen
- Amsterdam Brain and Cognition Center, Department of Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| | - Sennay Ghebreab
- Amsterdam Brain and Cognition Center, Department of Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
- Intelligent Systems Lab Amsterdam, Institute of Informatics, University of Amsterdam, Amsterdam, The Netherlands
| | - Victor A. F. Lamme
- Amsterdam Brain and Cognition Center, Department of Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| | - H. Steven Scholte
- Amsterdam Brain and Cognition Center, Department of Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| |
Collapse
|
27
|
Abstract
Human faces are fundamentally dynamic, but experimental investigations of face perception have traditionally relied on static images of faces. Although naturalistic videos of actors have been used with success in some contexts, much research in neuroscience and psychophysics demands carefully controlled stimuli. In this article, we describe a novel set of computer-generated, dynamic face stimuli. These grayscale faces are tightly controlled for low- and high-level visual properties. All faces are standardized in terms of size, luminance, location, and the size of facial features. Each face begins with a neutral pose and transitions to an expression over the course of 30 frames. Altogether, 222 stimuli were created, spanning three different categories of movement: (1) an affective movement (fearful face), (2) a neutral movement (close-lipped, puffed cheeks with open eyes), and (3) a biologically impossible movement (upward dislocation of eyes and mouth). To determine whether early brain responses sensitive to low-level visual features differed between the expressions, we measured the occipital P100 event-related potential, which is known to reflect differences in early stages of visual processing, and the N170, which reflects structural encoding of faces. We found no differences between the faces at the P100, indicating that different face categories were well matched on low-level image properties. This database provides researchers with a well-controlled set of dynamic faces, controlled for low-level image characteristics, that are applicable to a range of research questions in social perception.
Collapse
|
28
|
Bieniek MM, Bennett PJ, Sekuler AB, Rousselet GA. A robust and representative lower bound on object processing speed in humans. Eur J Neurosci 2015; 44:1804-14. [PMID: 26469359 PMCID: PMC4982026 DOI: 10.1111/ejn.13100] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 10/06/2015] [Accepted: 10/10/2015] [Indexed: 11/29/2022]
Abstract
How early does the brain decode object categories? Addressing this question is critical to constrain the type of neuronal architecture supporting object categorization. In this context, much effort has been devoted to estimating face processing speed. With onsets estimated from 50 to 150 ms, the timing of the first face-sensitive responses in humans remains controversial. This controversy is due partially to the susceptibility of dynamic brain measurements to filtering distortions and analysis issues. Here, using distributions of single-trial event-related potentials (ERPs), causal filtering, statistical analyses at all electrodes and time points, and effective correction for multiple comparisons, we present evidence that the earliest categorical differences start around 90 ms following stimulus presentation. These results were obtained from a representative group of 120 participants, aged 18-81, who categorized images of faces and noise textures. The results were reliable across testing days, as determined by test-retest assessment in 74 of the participants. Furthermore, a control experiment showed similar ERP onsets for contrasts involving images of houses or white noise. Face onsets did not change with age, suggesting that face sensitivity occurs within 100 ms across the adult lifespan. Finally, the simplicity of the face-texture contrast, and the dominant midline distribution of the effects, suggest the face responses were evoked by relatively simple image properties and are not face specific. Our results provide a new lower benchmark for the earliest neuronal responses to complex objects in the human visual system.
Collapse
Affiliation(s)
- Magdalena M Bieniek
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, 58 Hillhead Street, Glasgow, G12 8QB, UK
| | - Patrick J Bennett
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Allison B Sekuler
- Department of Psychology, Neuroscience and Behaviour, McMaster University, Hamilton, ON, Canada
| | - Guillaume A Rousselet
- Institute of Neuroscience and Psychology, College of Medical, Veterinary and Life Sciences, University of Glasgow, 58 Hillhead Street, Glasgow, G12 8QB, UK
| |
Collapse
|
29
|
Boutet I, Taler V, Collin CA. On the particular vulnerability of face recognition to aging: a review of three hypotheses. Front Psychol 2015; 6:1139. [PMID: 26347670 PMCID: PMC4543816 DOI: 10.3389/fpsyg.2015.01139] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 07/22/2015] [Indexed: 11/30/2022] Open
Abstract
Age-related face recognition deficits are characterized by high false alarms to unfamiliar faces, are not as pronounced for other complex stimuli, and are only partially related to general age-related impairments in cognition. This paper reviews some of the underlying processes likely to be implicated in theses deficits by focusing on areas where contradictions abound as a means to highlight avenues for future research. Research pertaining to the three following hypotheses is presented: (i) perceptual deterioration, (ii) encoding of configural information, and (iii) difficulties in recollecting contextual information. The evidence surveyed provides support for the idea that all three factors are likely to contribute, under certain conditions, to the deficits in face recognition seen in older adults. We discuss how these different factors might interact in the context of a generic framework of the different stages implicated in face recognition. Several suggestions for future investigations are outlined.
Collapse
Affiliation(s)
- Isabelle Boutet
- School of Psychology, University of Ottawa , Ottawa, ON, Canada
| | - Vanessa Taler
- School of Psychology, University of Ottawa , Ottawa, ON, Canada ; School of Psychology, Bruyère Research Institute , Ottawa ON, Canada
| | | |
Collapse
|
30
|
Vistoli D, Passerieux C, El Zein M, Clumeck C, Braun S, Brunet-Gouet E. Characterizing an ERP correlate of intentions understanding using a sequential comic strips paradigm. Soc Neurosci 2015; 10:391-407. [PMID: 25666361 DOI: 10.1080/17470919.2014.1003272] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Chronometric properties of theory of mind and intentions understanding more specifically are well documented. Notably, it was demonstrated using magnetoencephalography that the brain regions involved were recruited as soon as 200 ms post-stimulus. We used event-related potentials (ERPs) to characterize an electrophysiological marker of attribution of intentions. We also explored the robustness of this ERP signature under two conditions corresponding to either explicit instructions to focus on others' intentions or implicit instructions with no reference to mental states. Two matched groups of 16 healthy volunteers each received either explicit or no instructions about intentions and performed a nonverbal attribution of intentions task based on sequential four-image comic strips depicting either intentional or physical causality. A bilateral posterior positive component, ranging from 250 to 650 ms post-stimulus, showed greater amplitude in intentional than in physical condition (the intention ERP effect). This effect occurs during the third image only, suggesting that it reflects the integration of information depicted in the third image to the contextual cues given by the first two. The intention effect was similar in the two groups of subjects. Overall, our results identify a clear ERP marker of the first hundreds of milliseconds of intentions processing probably related to a contextual integrative mechanism and suggest its robustness by showing its blindness to task demands manipulation.
Collapse
Affiliation(s)
- D Vistoli
- a Laboratoire ECIPSY Unité EA4047 , Université Versailles St-Quentin et Centre Hospitalier de Versailles, Fondation FondaMental , Versailles , France
| | | | | | | | | | | |
Collapse
|
31
|
Greenlee MW, Sekuler AB. Visual perception and visual cognition in healthy and pathological ageing. Front Psychol 2014; 5:348. [PMID: 24834059 PMCID: PMC4018523 DOI: 10.3389/fpsyg.2014.00348] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Accepted: 04/02/2014] [Indexed: 02/04/2023] Open
Affiliation(s)
- Mark W Greenlee
- Institute for Experimental Psychology, University of Regensburg Regensburg, Germany
| | | |
Collapse
|
32
|
Ocklenburg S, Ness V, Güntürkün O, Suchan B, Beste C. Response inhibition is modulated by functional cerebral asymmetries for facial expression perception. Front Psychol 2013; 4:879. [PMID: 24319440 PMCID: PMC3837293 DOI: 10.3389/fpsyg.2013.00879] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 11/04/2013] [Indexed: 12/25/2022] Open
Abstract
The efficacy of executive functions is critically modulated by information processing in earlier cognitive stages. For example, initial processing of verbal stimuli in the language-dominant left-hemisphere leads to more efficient response inhibition than initial processing of verbal stimuli in the non-dominant right hemisphere. However, it is unclear whether this organizational principle is specific for the language system, or a general principle that also applies to other types of lateralized cognition. To answer this question, we investigated the neurophysiological correlates of early attentional processes, facial expression perception and response inhibition during tachistoscopic presentation of facial “Go” and “Nogo” stimuli in the left and the right visual field (RVF). Participants committed fewer false alarms after Nogo-stimulus presentation in the left compared to the RVF. This right-hemispheric asymmetry on the behavioral level was also reflected in the neurophysiological correlates of face perception, specifically in a right-sided asymmetry in the N170 amplitude. Moreover, the right-hemispheric dominance for facial expression processing also affected event-related potentials typically related to response inhibition, namely the Nogo-N2 and Nogo-P3. These findings show that an effect of hemispheric asymmetries in early information processing on the efficacy of higher cognitive functions is not limited to left-hemispheric language functions, but can be generalized to predominantly right-hemispheric functions.
Collapse
Affiliation(s)
- Sebastian Ocklenburg
- Biopsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University Bochum Bochum, Germany
| | | | | | | | | |
Collapse
|