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Abstract
Practice effects on dual-task processing are of interest in current research because they may reveal the scope and limits of parallel task processing. Here we used onsets of the lateralized readiness potential (LRP), a time marker for the termination of response selection, to assess processing changes after five consecutive dual-task sessions with three stimulus onset asynchronies (SOAs) and priority on Task 1. Practice reduced reaction times in both tasks and the interference between tasks. As indicated by the LRP, the reduction of dual-task costs can be explained most parsimoniously by a shortening of the temporal demands of central bottleneck stages, without assuming parallel processing. However, the LRP also revealed a hitherto unreported early activation over the parietal scalp after practice in the short SOA condition, possibly indicating the isolation of stimulus–response translation from other central processing stages. In addition, further evidence was obtained from the LRP for a late motoric bottleneck, which is robust against practice.
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Reynolds DJ, Garnham A, Oakhill J. Evidence of immediate activation of gender information from a social role name. Q J Exp Psychol (Hove) 2018; 59:886-903. [PMID: 16608753 DOI: 10.1080/02724980543000088] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Two experiments investigated whether the stereotypical gender of a character is encoded immediately into the discourse representation and influences later comprehension. In Experiment 1 people read, and were confused by, a short story in which an incongruity arises at the end if the gender of a character introduced by a social role name has been inferred. In Experiment 2 online measures confirmed that readers were slower to read the final clause of the passage. In addition, a follow-up verification question revealed that these readers did not immediately resolve the inconsistency by inferring the appropriate gender for the role term. These findings provide strong evidence for gender activation at the time that a role name is encoded. The implications of these results for the mental representation of gender information and for constraints on inference during text comprehension are discussed.
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78
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Hoeks JCJ, Hendriks P, Vonk W, Brown CM, Hagoort P. Processing the noun phrase versus sentence coordination ambiguity: Thematic information does not completely eliminate processing difficulty. Q J Exp Psychol (Hove) 2018; 59:1581-99. [PMID: 16873110 DOI: 10.1080/17470210500268982] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
When faced with the noun phrase (NP) versus sentence (S) coordination ambiguity as in, for example, The thief shot the jeweller and the cop …, readers prefer the reading with NP-coordination (e.g., “The thief shot the jeweller and the cop yesterday”) over one with two conjoined sentences (e.g., “The thief shot the jeweller and the cop panicked”). A corpus study is presented showing that NP-coordinations are produced far more often than S-coordinations, which in frequency-based accounts of parsing might be taken to explain the NP-coordination preference. In addition, we describe an eye-tracking experiment investigating S-coordinated sentences such as Jasper sanded the board and the carpenter laughed, where the poor thematic fit between carpenter and sanded argues against NP-coordination. Our results indicate that information regarding poor thematic fit was used rapidly, but not without leaving some residual processing difficulty. This is compatible with claims that thematic information can reduce but not completely eliminate garden-path effects.
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79
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Di Luca S, Granà A, Semenza C, Seron X, Pesenti M. Finger–digit compatibility in Arabic numeral processing. Q J Exp Psychol (Hove) 2018; 59:1648-63. [PMID: 16873114 DOI: 10.1080/17470210500256839] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Finger–digit response compatibility was tested by asking participants to identify Arabic digits by pressing 1 of 10 keys with all 10 fingers. The direction of the finger–digit mapping was varied by manipulating the global direction of the hand–digit mapping as well as the direction of the finger–digit mapping within each hand (in each case, from small to large digits, or the reverse). The hypothesis of a left-to-right mental number line predicted that a complete left-to-right mapping should be easier whereas the hypothesis of a representation based on finger counting predicted that a counting-congruent mapping should be easier. The results show that when all 10 fingers are used to answer, a mapping congruent with the prototypical finger-counting strategy reported by the participants leads to better performance than does a mapping congruent with a left-to-right oriented mental number line, both in palm-down and palm-up postures of the hands, and they demonstrate that finger-counting strategies influence the way that numerical information is mentally represented and processed.
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80
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Bright P, Moss HE, Stamatakis EA, Tyler LK. The Anatomy of Object Processing: The Role of Anteromedial Temporal Cortex. ACTA ACUST UNITED AC 2018; 58:361-77. [PMID: 16194974 DOI: 10.1080/02724990544000013] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
How objects are represented and processed in the brain remains a key issue in cognitive neuroscience. We have developed a conceptual structure account in which category-specific semantic deficits emerge due to differences in the structure and content of concepts rather than from explicit divisions of conceptual knowledge in separate stores. The primary claim is that concepts associated with particular categories (e.g., animals, tools) differ in the number and type of properties and the extent to which these properties are correlated with each other. In this review, we describe recent neuropsychological and neuroimaging studies in which we have extended our theoretical account by incorporating recent claims about the neuroanatomical basis of feature integration and differentiation that arise from research into hierarchical object processing streams in nonhuman primates and humans. A clear picture has emerged in which the human perirhinal cortex and neighbouring anteromedial temporal structures appear to provide the neural infrastructure for making fine-grained discriminations among objects, suggesting that damage within the perirhinal cortex may underlie the emergence of category-specific semantic deficits in brain-damaged patients.
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Arciuli J, Cupples L. The processing of lexical stress during visual word recognition: Typicality effects and orthographic correlates. Q J Exp Psychol (Hove) 2018; 59:920-48. [PMID: 16608755 DOI: 10.1080/02724980443000782] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Many studies that have examined reading at the single-word level have been restricted to the processing of monosyllabic stimuli, and, as a result, lexical stress has not been widely investigated. In the experiments reported here, we used disyllabic words and nonwords to investigate the processing of lexical stress during visual word recognition. In Experiments 1 and 2, we found an effect of stress typicality in naming and lexical decision. Typically stressed words (trochaic nouns and iambic verbs) elicited fewer errors than atypically stressed words (iambic nouns and trochaic verbs). In Experiment 3, we carried out an analysis of 340 word endings and found clear orthographic correlates of both grammatical category and lexical stress in word endings. In Experiment 4, we demonstrated that readers are sensitive to these cues in their processing of nonwords during two tasks: sentence construction and stress assignment. We discuss the implications of these findings with regard to psycholinguistic models of single-word reading.
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82
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Takeuchi H, Kawashima R. Mean Diffusivity in the Dopaminergic System and Neural Differences Related to Dopaminergic System. Curr Neuropharmacol 2018; 16:460-474. [PMID: 29119929 PMCID: PMC6018195 DOI: 10.2174/1570159x15666171109124839] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 05/29/2017] [Accepted: 11/07/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The mean diffusivity (MD) parameter obtained by diffusion tensor imaging provides a measure of how freely water molecules move in brain tissue. Greater tissue density conferred by closely arrayed cellular structures is assumed to lower MD by inhibiting the free diffusion of water molecules. METHODS In this paper, we review studies showing MD variation among regions of the brain dopaminergic system (MDDS), especially subcortical structures such as the putamen, caudate nucleus, and globus pallidus, in different conditions with known associations to dopaminergic system function or dysfunction. The methodologies and background related to MD and MDDS are also discussed. RESULTS Past studies indicate that MDDS is sensitive to pathological derangement of dopaminergic activity, neural changes caused by cognitive and pharmacological interventions that are known to affect the dopaminergic system, and individual character traits related to dopaminergic function. CONCLUSION These results suggest that MDDS can be one useful tool to tap the neural differences related to the dopaminergic system.
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Vandierendonck A, Dierckx V, De Vooght G. Mental model construction in linear reasoning: Evidence for the construction of initial annotated models. ACTA ACUST UNITED AC 2018; 57:1369-91. [PMID: 15513251 DOI: 10.1080/02724980343000800] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
According to the mental model theory, reasoners build an initial model representing the information given in the premises. In the context of relational reasoning, the question arises as to which kind of representation is used to cope with indeterminate or multimodel problems. The present article presents an array of possible answers arising from the initial construction of complete explicit models, partial explicit models, partial implicit models, a single “isomeric” model, or a single annotated model. Predictions generated from these views are tested in two experiments that vary the problem structure and the number of models consistent with the premises. Analyses of the premise processing times, answering times and accuracy show that the annotated model yields the best fit of the data. Implications of these findings for the mental model theory as developed for relational reasoning are discussed.
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84
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Sugarman A. Mentalization, insightfulness, and therapeutic action: The importance of mental organization. THE INTERNATIONAL JOURNAL OF PSYCHOANALYSIS 2017; 87:965-87. [PMID: 16877247 DOI: 10.1516/6dgh-0kjt-pa40-rex9] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Continuing debates over the relative importance of the role of interpretation leading to insight versus the relationship with the analyst as contributing to structural change are based on traditional definitions of insight as gaining knowledge of unconscious content. This definition inevitably privileges verbal interpretation as self-knowledge becomes equated with understanding the contents of the mind. It is suggested that a way out of this debate is to redefine insight as a process, one that is called insightfulness. This term builds on concepts such as mentalization, or theory of mind, and suggests that patients present with difficulties being able to fully mentalize. Awareness of repudiated content will usually accompany the attainment of insightfulness. But the point of insightfulness is to regain access to inhibited or repudiated mentalization, not to specific content, per se. Emphasizing the process of insightfulness integrates the importance of the relationship with the analyst with the facilitation of insightfulness. A variety of interventions help patients gain the capacity to reflect upon and become aware of the intricate workings of their minds, of which verbal interpretation is only one. For example, often it seems less important to focus on a particular conflict than to show interest in our patients' minds. Furthermore, analysands develop insightfulness by becoming interested in and observing our minds in action. Because the mind originates in bodily experience, mental functioning will always fluctuate between action modes of experiencing and expressing and verbal, symbolic modes. The analyst's role becomes making the patient aware of regressions to action modes, understanding the reasons for doing so, and subordinating this tendency to the verbal, symbolic mode. All mental functions work better and facilitate greater self-regulation when they work in abstract, symbolic ways. Psychopathology can be understood as failing to develop or losing the symbolic level of organization, either in circumscribed areas or more ubiquitously. And mutative action occurs through helping our patients attain or regain the symbolic level in regard to all mental functions. Such work is best accomplished in the transference. The concept of transference of defense is expanded to all mental structure, so that transference is seen as the interpersonalization of mental structure. That is, patients transfer their mental structure, including their various levels of mentalizing, into the analytic interaction. The analyst observes all levels of the patient's mental functioning and intervenes to raise them to a symbolic one. At times, this will require action interpretations, allowing oneself to be pulled into an enactment with the patient that is then reprocessed at a verbal, symbolic level. Such actions are not corrective emotional experiences but are interpretations and confrontations of the patient's transferred mental organization at a level affectively and cognitively consistent with the level of communication. Nonetheless, the goal becomes raising the communication to a symbolic level as being able to reflect symbolically on all aspects of one's mind with a minimum of restriction is the greatest guarantee of mental health.
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Abstract
In this paper the author explores and expands Bion's concepts of K and -K and delineates the nature of the relationship between the two. While Bion views envy as a principal motivating force for -K, his conception of -K goes considerably beyond this. The author explores manifestations of -K not driven by envy and, consequently, not necessarily pathological or pathogenic. -K is viewed by the author as a psychological process, which may serve many functions, including the communication of the patient's fear that knowing will bring on psychological catastrophe. -K, under circumstances that he describes, may serve to protect the individual's sense of continuity of being. The need to know the truth (K) may be at odds with the need to survive psychically, for example, when a person fears that the truth will kill him, or those he loves and depends upon. This idea is explored in two ways: first, by means of a discussion of the Oedipus myth in which Oedipus attempts to evade knowing for fear of recognizing that a prophesied catastrophe has already occurred; and, second, by means of a clinical exploration of the conflict between the need to know and the need to survive. The author discusses his analytic work with a severely disturbed patient for whom not knowing was felt to be essential to her psychic survival. Her need not to know reached a point where she psychically obliterated the analyst through the use of negative hallucination.
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86
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Lerner Y, Bleich-Cohen M, Solnik-Knirsh S, Yogev-Seligmann G, Eisenstein T, Madah W, Shamir A, Hendler T, Kremer I. Abnormal neural hierarchy in processing of verbal information in patients with schizophrenia. NEUROIMAGE-CLINICAL 2017; 17:1047-1060. [PMID: 29349038 PMCID: PMC5768152 DOI: 10.1016/j.nicl.2017.12.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 11/28/2017] [Accepted: 12/20/2017] [Indexed: 01/10/2023]
Abstract
Previous research indicates abnormal comprehension of verbal information in patients with schizophrenia. Yet the neural mechanism underlying the breakdown of verbal information processing in schizophrenia is poorly understood. Imaging studies in healthy populations have shown a network of brain areas involved in hierarchical processing of verbal information over time. Here, we identified critical aspects of this hierarchy, examining patients with schizophrenia. Using functional magnetic resonance imaging, we examined various levels of information comprehension elicited by naturally presented verbal stimuli; from a set of randomly shuffled words to an intact story. Specifically, patients with first episode schizophrenia (N = 15), their non-manifesting siblings (N = 14) and healthy controls (N = 15) listened to a narrated story and randomly scrambled versions of it. To quantify the degree of dissimilarity between the groups, we adopted an inter-subject correlation (inter-SC) approach, which estimates differences in synchronization of neural responses within and between groups. The temporal topography found in healthy and siblings groups were consistent with our previous findings - high synchronization in responses from early sensory toward high order perceptual and cognitive areas. In patients with schizophrenia, stimuli with short and intermediate temporal scales evoked a typical pattern of reliable responses, whereas story condition (long temporal scale) revealed robust and widespread disruption of the inter-SCs. In addition, the more similar the neural activity of patients with schizophrenia was to the average response in the healthy group, the less severe the positive symptoms of the patients. Our findings suggest that system-level neural indication of abnormal verbal information processing in schizophrenia reflects disease manifestations.
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87
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Banville H, Gupta R, Falk TH. Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2017; 2017:3524208. [PMID: 29181021 PMCID: PMC5664195 DOI: 10.1155/2017/3524208] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 07/27/2017] [Accepted: 08/29/2017] [Indexed: 11/17/2022]
Abstract
Based on recent electroencephalography (EEG) and near-infrared spectroscopy (NIRS) studies that showed that tasks such as motor imagery and mental arithmetic induce specific neural response patterns, we propose a hybrid brain-computer interface (hBCI) paradigm in which EEG and NIRS data are fused to improve binary classification performance. We recorded simultaneous NIRS-EEG data from nine participants performing seven mental tasks (word generation, mental rotation, subtraction, singing and navigation, and motor and face imagery). Classifiers were trained for each possible pair of tasks using (1) EEG features alone, (2) NIRS features alone, and (3) EEG and NIRS features combined, to identify the best task pairs and assess the usefulness of a multimodal approach. The NIRS-EEG approach led to an average increase in peak kappa of 0.03 when using features extracted from one-second windows (equivalent to an increase of 1.5% in classification accuracy for balanced classes). The increase was much stronger (0.20, corresponding to an 10% accuracy increase) when focusing on time windows of high NIRS performance. The EEG and NIRS analyses further unveiled relevant brain regions and important feature types. This work provides a basis for future NIRS-EEG hBCI studies aiming to improve classification performance toward more efficient and flexible BCIs.
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88
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Abstract
Progress in clinical and affective neuroscience is redefining psychiatric illness as symptomatic expression of cellular/molecular dysfunctions in specific brain circuits. Post-traumatic stress disorder (PTSD) has been an exemplar of this progress, with improved understanding of neurobiological systems subserving fear learning, salience detection, and emotion regulation explaining much of its phenomenology and neurobiology. However, many features remain unexplained and a parsimonious model that more fully accounts for symptoms and the core neurobiology remains elusive. Contextual processing is a key modulatory function of hippocampal-prefrontal-thalamic circuitry, allowing organisms to disambiguate cues and derive situation-specific meaning from the world. We propose that dysregulation within this context-processing circuit is at the core of PTSD pathophysiology, accounting for much of its phenomenology and most of its biological findings. Understanding core mechanisms like this, and their underlying neural circuits, will sharpen diagnostic precision and understanding of risk factors, enhancing our ability to develop preventive and "personalized" interventions.
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89
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Browning MM. Neuroscience and Imagination: the Relevance of Susanne Langer’s Work to Psychoanalytic Theory. THE PSYCHOANALYTIC QUARTERLY 2017; 75:1131-59. [PMID: 17094374 DOI: 10.1002/j.2167-4086.2006.tb00070.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
This paper presents the work of philosopher Susanne Langer and argues that her conceptualization of the human mind can provide psychoanalysts with a unique framework with which to theoretically combine interpretive and biological approaches to their work. Langer's earlier work in the philosophy of symbols directs her investigation into the biological sciences along the lines of sentience and imagination, which in turn become the cornerstones of her theory of mind. Langer's understanding of the continuing transformation of affect into language is a decisive contribution yet to be built upon by others.
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90
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Mantua J, Spencer RMC. Exploring the nap paradox: are mid-day sleep bouts a friend or foe? Sleep Med 2017; 37:88-97. [PMID: 28899546 PMCID: PMC5598771 DOI: 10.1016/j.sleep.2017.01.019] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 01/11/2017] [Accepted: 01/18/2017] [Indexed: 10/20/2022]
Abstract
The mid-day nap, sometimes called a siesta, is a ubiquitous occurrence across the lifespan. It is well established that in addition to reducing sleepiness, mid-day naps offer a variety of benefits: memory consolidation, preparation for subsequent learning, executive functioning enhancement, and a boost in emotional stability. These benefits are present even if a sufficient amount of sleep is obtained during the night prior. However, we present a paradox: in spite of these reported benefits of naps, frequent napping has also been associated with numerous negative outcomes (eg, cognitive decline, hypertension, diabetes), particularly in older populations. This association exists even when statistically controlling for relevant health- and sleep-affecting determinants. An emerging hypothesis suggests inflammation is a mediator between mid-day naps and poor health outcomes, yet further research is necessary. Given this, it may be premature to 'prescribe' naps as a health enhancer. Herein, we aggregate findings from several branches of sleep research (eg, developmental neuroscience, cognitive neuroscience, sleep medicine) to critically examine the paradoxical role of naps in cognitive and somatic health. This review uncovers gaps in the literature to guide research opportunities in the field.
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91
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Williams JT, Stone A, Newman SD. Operationalization of Sign Language Phonological Similarity and its Effects on Lexical Access. JOURNAL OF DEAF STUDIES AND DEAF EDUCATION 2017; 22:303-315. [PMID: 28575411 PMCID: PMC6364953 DOI: 10.1093/deafed/enx014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 03/20/2017] [Accepted: 04/12/2017] [Indexed: 06/07/2023]
Abstract
Cognitive mechanisms for sign language lexical access are fairly unknown. This study investigated whether phonological similarity facilitates lexical retrieval in sign languages using measures from a new lexical database for American Sign Language. Additionally, it aimed to determine which similarity metric best fits the present data in order to inform theories of how phonological similarity is constructed within the lexicon and to aid in the operationalization of phonological similarity in sign language. Sign repetition latencies and accuracy were obtained when native signers were asked to reproduce a sign displayed on a computer screen. Results indicated that, as predicted, phonological similarity facilitated repetition latencies and accuracy as long as there were no strict constraints on the type of sublexical features that overlapped. The data converged to suggest that one similarity measure, MaxD, defined as the overlap of any 4 sublexical features, likely best represents mechanisms of phonological similarity in the mental lexicon. Together, these data suggest that lexical access in sign language is facilitated by phonologically similar lexical representations in memory and the optimal operationalization is defined as liberal constraints on overlap of 4 out of 5 sublexical features-similar to the majority of extant definitions in the literature.
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92
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English MCW, Maybery MT, Visser TAW. Modulation of Global and Local Processing Biases in Adults with Autistic-like Traits. J Autism Dev Disord 2017; 47:2757-2769. [PMID: 28597188 DOI: 10.1007/s10803-017-3198-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Previous work shows that doing a continuous performance task (CPT) shifts attentional biases in neurotypical individuals towards global aspects of hierarchical Navon figures by selectively activating right hemisphere regions associated with global processing. The present study examines whether CPT can induce similar modulations of attention in individuals with high levels of autistic traits who typically show global processing impairments. Participants categorized global or local aspects of Navon figures in pre- and post-CPT blocks. Post-CPT, high trait individuals showed increased global interference during local categorization. This result suggests that CPT may be useful for temporarily enhancing global processing in individuals with high levels of autistic traits and possibly those diagnosed with autism.
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93
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Lopopolo A, Frank SL, van den Bosch A, Willems RM. Using stochastic language models (SLM) to map lexical, syntactic, and phonological information processing in the brain. PLoS One 2017; 12:e0177794. [PMID: 28542396 PMCID: PMC5436813 DOI: 10.1371/journal.pone.0177794] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 05/03/2017] [Indexed: 11/19/2022] Open
Abstract
Language comprehension involves the simultaneous processing of information at the phonological, syntactic, and lexical level. We track these three distinct streams of information in the brain by using stochastic measures derived from computational language models to detect neural correlates of phoneme, part-of-speech, and word processing in an fMRI experiment. Probabilistic language models have proven to be useful tools for studying how language is processed as a sequence of symbols unfolding in time. Conditional probabilities between sequences of words are at the basis of probabilistic measures such as surprisal and perplexity which have been successfully used as predictors of several behavioural and neural correlates of sentence processing. Here we computed perplexity from sequences of words and their parts of speech, and their phonemic transcriptions. Brain activity time-locked to each word is regressed on the three model-derived measures. We observe that the brain keeps track of the statistical structure of lexical, syntactic and phonological information in distinct areas.
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94
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Dimitrakopoulos GN, Kakkos I, Dai Z, Lim J, deSouza JJ, Bezerianos A, Sun Y. Task-Independent Mental Workload Classification Based Upon Common Multiband EEG Cortical Connectivity. IEEE Trans Neural Syst Rehabil Eng 2017; 25:1940-1949. [PMID: 28489539 DOI: 10.1109/tnsre.2017.2701002] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Efficient classification of mental workload, an important issue in neuroscience, is limited, so far to single task, while cross-task classification remains a challenge. Furthermore, network approaches have emerged as a promising direction for studying the complex organization of the brain, enabling easier interpretation of various mental states. In this paper, using two mental tasks (N-back and mental arithmetic), we present a framework for cross- as well as within-task workload discrimination by utilizing multiband electroencephalography (EEG) cortical brain connectivity. In detail, we constructed functional networks in EEG source space in different frequency bands and considering the individual functional connections as classification features, we identified salient feature subsets based on a sequential feature selection algorithm. These connectivity subsets were able to provide accuracy of 87% for cross-task, 88% for N-back task, and 86% for mental arithmetic task. In conclusion, our method achieved to detect a small number of discriminative interactions among brain areas, leading to high accuracy in both within-task and cross-task classifications. In addition, the identified functional connectivity features, the majority of which were detected in frontal areas in theta and beta frequency bands, helped delineate the shared as well as the distinct neural mechanisms of the two mental tasks.
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95
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Heine T, Lenis G, Reichensperger P, Beran T, Doessel O, Deml B. Electrocardiographic features for the measurement of drivers' mental workload. APPLIED ERGONOMICS 2017; 61:31-43. [PMID: 28237018 DOI: 10.1016/j.apergo.2016.12.015] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 11/26/2016] [Accepted: 12/21/2016] [Indexed: 06/06/2023]
Abstract
This study examines the effect of mental workload on the electrocardiogram (ECG) of participants driving the Lane Change Task (LCT). Different levels of mental workload were induced by a secondary task (n-back task) with three levels of difficulty. Subjective data showed a significant increase of the experienced workload over all three levels. An exploratory approach was chosen to extract a large number of rhythmical and morphological features from the ECG signal thereby identifying those which differentiated best between the levels of mental workload. No single rhythmical or morphological feature was able to differentiate between all three levels. A group of parameters were extracted which were at least able to discriminate between two levels. For future research, a combination of features is recommended to achieve best diagnosticity for different levels of mental workload.
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96
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Johnston R, Pitchford NJ, Roach NW, Ledgeway T. Encoding of rapid time-varying information is impaired in poor readers. J Vis 2017; 17:1. [PMID: 28460376 PMCID: PMC5412969 DOI: 10.1167/17.5.1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 03/24/2017] [Indexed: 11/24/2022] Open
Abstract
A characteristic set of eye movements and fixations are made during reading, so the position of words on the retinae is constantly being updated. Effective decoding of print requires this temporal stream of visual information to be segmented or parsed into its constituent units (e.g., letters or words). Poor readers' difficulties with word recognition could arise at the point of segmenting time-varying visual information, but the mechanisms underlying this process are little understood. Here, we used random-dot displays to explore the effects of reading ability on temporal segmentation. Thirty-eight adult readers viewed test stimuli that were temporally segmented by constraining either local motions or analogous form cues to oscillate back and fourth at each of a range of rates. Participants had to discriminate these segmented patterns from comparison stimuli containing the same motion and form cues but these were temporally intermingled. Results showed that the motion and form tasks could not be performed reliably when segment duration was shorter than a temporal resolution (acuity) limit. The acuity limits for both tasks were significantly and negatively correlated with reading scores. Importantly, the minimum segment duration needed to detect the temporally segmented stimuli was longer in relatively poor readers than relatively good readers. This demonstrates that adult poor readers have difficulty segmenting temporally changing visual input particularly at short segment durations. These results are consistent with evidence suggesting that precise encoding of rapid time-varying information is impaired in developmental dyslexia.
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Gu R, Feng X, Broster LS, Yuan L, Xu P, Luo Y. Valence and magnitude ambiguity in feedback processing. Brain Behav 2017; 7:e00672. [PMID: 28523218 PMCID: PMC5434181 DOI: 10.1002/brb3.672] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 01/17/2017] [Accepted: 01/25/2017] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Outcome feedback which indicates behavioral consequences are crucial for reinforcement learning and environmental adaptation. Nevertheless, outcome information in daily life is often totally or partially ambiguous. Studying how people interpret this kind of information would provide important knowledge about the human evaluative system. METHODS This study concentrates on the neural processing of partially ambiguous feedback, that is, either its valence or magnitude is unknown to participants. To address this topic, we sequentially presented valence and magnitude information; electroencephalography (EEG) response to each kind of presentation was recorded and analyzed. The event-related potential components feedback-related negativity (FRN) and P3 were used as indices of neural activity. RESULTS Consistent with previous literature, the FRN elicited by ambiguous valence was not significantly different from that elicited by negative valence. On the other hand, the FRN elicited by ambiguous magnitude was larger than both the large and small magnitude, indicating the motivation to seek unambiguous magnitude information. The P3 elicited by ambiguous valence and ambiguous magnitude was not significantly different from that elicited by negative valence and small magnitude, respectively, indicating the emotional significance of feedback ambiguity. Finally, the aforementioned effects also manifested in the stage of information integration. CONCLUSION These findings indicate both similarities and discrepancies between the processing of valence ambiguity and that of magnitude ambiguity, which may help understand the mechanisms of ambiguous information processing.
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Mitz AR, Chacko RV, Putnam PT, Rudebeck PH, Murray EA. Using pupil size and heart rate to infer affective states during behavioral neurophysiology and neuropsychology experiments. J Neurosci Methods 2017; 279:1-12. [PMID: 28089759 PMCID: PMC5346348 DOI: 10.1016/j.jneumeth.2017.01.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 01/03/2017] [Accepted: 01/09/2017] [Indexed: 01/31/2023]
Abstract
BACKGROUND Nonhuman primates (NHPs) are a valuable research model because of their behavioral, physiological and neuroanatomical similarities to humans. In the absence of language, autonomic activity can provide crucial information about cognitive and affective states during single-unit recording, inactivation and lesion studies. Methods standardized for use in humans are not easily adapted to NHPs and detailed guidance has been lacking. NEW METHOD We provide guidance for monitoring heart rate and pupil size in the behavioral neurophysiology setting by addressing the methodological issues, pitfalls and solutions for NHP studies. The methods are based on comparative physiology to establish a rationale for each solution. We include examples from both electrophysiological and lesion studies. RESULTS Single-unit recording, pupil responses and heart rate changes represent a range of decreasing temporal resolution, a characteristic that impacts experimental design and analysis. We demonstrate the unexpected result that autonomic measures acquired before and after amygdala lesions are comparable despite disruption of normal autonomic function. COMPARISON WITH EXISTING METHODS Species and study design differences can render standard techniques used in human studies inappropriate for NHP studies. We show how to manage data from small groups typical of NHP studies, data from the short behavioral trials typical of neurophysiological studies, issues associated with longitudinal studies, and differences in anatomy and physiology. CONCLUSIONS Autonomic measurement to infer cognitive and affective states in NHP is neither off-the-shelf nor onerous. Familiarity with the issues and solutions will broaden the use of autonomic signals in NHP single unit and lesion studies.
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Sun K, Xue R, Zhang P, Zuo Z, Chen Z, Wang B, Martin T, Wang Y, Chen L, He S, Wang DJJ. Integrated SSFP for functional brain mapping at 7T with reduced susceptibility artifact. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2017; 276:22-30. [PMID: 28092785 PMCID: PMC5336405 DOI: 10.1016/j.jmr.2016.12.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Revised: 12/21/2016] [Accepted: 12/22/2016] [Indexed: 06/06/2023]
Abstract
Balanced steady-state free precession (bSSFP) offers an alternative and potentially important tool to the standard gradient-echo echo-planar imaging (GE-EPI) for functional MRI (fMRI). Both passband and transition band based bSSFP have been proposed for fMRI. The applications of these methods, however, are limited by banding artifacts due to the sensitivity of bSSFP signal to off-resonance effects. In this article, a unique case of the SSFP-FID sequence, termed integrated-SSFP or iSSFP, was proposed to overcome the obstacle by compressing the SSFP profile into the width of a single voxel. The magnitude of the iSSFP signal was kept constant irrespective of frequency shift. Visual stimulation studies were performed to demonstrate the feasibility of fMRI using iSSFP at 7T with flip angles of 4° and 25°, compared to standard bSSFP and gradient echo (GRE) imaging. The signal changes for the complex iSSFP signal in activated voxels were 2.48±0.53 (%) and 2.96±0.87 (%) for flip angles (FA) of 4° and 25° respectively at the TR of 9.88ms. Simultaneous multi-slice acquisition (SMS) with the CAIPIRIHNA technique was carried out with iSSFP scanning to detect the anterior temporal lobe activation using a semantic processing task fMRI, compared with standard 2D GE-EPI. This study demonstrates the feasibility of iSSFP for fMRI with reduced susceptibility artifacts, while maintaining robust functional contrast at 7T.
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Hoenen M, Lübke KT, Pause BM. Sensitivity of the human mirror neuron system for abstract traces of actions: An EEG-study. Biol Psychol 2017; 124:57-64. [PMID: 28126430 DOI: 10.1016/j.biopsycho.2017.01.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 01/19/2017] [Accepted: 01/22/2017] [Indexed: 01/23/2023]
Abstract
Theories of neuroaesthetics assume, that looking at traces of actions used in creating artwork (e.g. brush marks) is associated with a simulation of these actions in the observer's sensorimotor-cortex. The aim of the current study is to dissociate the activation of the sensorimotor-cortex by the observation of action traces from associated visual processes. Twenty-eight participants observed handmade graphics (acrylic paint on paper) of different complexity (line, triangle, shape of a house) and computer-generated counterparts. Central mu-activity, as an index of sensorimotor-cortex activity, and occipital alpha-activity, as an index of visual cortex activity were recorded in the 8-13Hz EEG-band. In line with the hypothesis, mu-activity at electrode C4 is sensitive for the complexity of handmade (p=0.001), but not computer-generated graphics (p>0.500). In contrast, occipital alpha-activity is sensitive for the complexity of both handmade and computer-generated graphics (p<0.001). Furthermore, the more empathic the participants rated themselves, the stronger mu-suppression was induced by handmade graphics compared to computer-generated graphics (electrode C4; r=-0.612, p=0.001). These results support the involvement of the sensorimotor-cortex in the recognition of action traces and strengthen evidence that individuals scoring high in emotional empathy feature a particularly responsive mirror neuron system.
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