Single-Trial Analyses of Behavioural and Neuroimaging Data in Perception and Decision-Making

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Publisher : Frontiers Media SA
ISBN 13 : 2889190234
Total Pages : 130 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Single-Trial Analyses of Behavioural and Neuroimaging Data in Perception and Decision-Making by : Paul Sajda

Download or read book Single-Trial Analyses of Behavioural and Neuroimaging Data in Perception and Decision-Making written by Paul Sajda and published by Frontiers Media SA. This book was released on 2012 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: The cognitive psychology of perception and decision-making is at a cross-road. Most studies still employ categorical designs, a priori classified stimuli and perform statistical evaluations across subjects. However, a shift has been observed in recent years towards parametric designs in which the information content of stimuli is systematically manipulated to study the single-trial dynamics of behaviour (reaction times, eye movements) and brain activity (EEG, MEG, fMRI). By using the information contained in the variance of individual trials, the single-trial approach goes beyond the activity of the average brain: it reveals the specificity of information processing in individual subjects, across tasks and stimulus space, revealing both inter-individual commonalties and differences. This Research Topic provides theoretical and empirical support for the study of single-trial data. Topics of particular interest include: 1. description of the richness of information in single-trials and how it can be successfully extracted; 2. statistical issues related to measures of central tendency, control for multiple comparisons, multivariate approaches, hierarchical modelling and characterization of individual differences; 3. how manipulation of the stimulus space can allow for a direct mapping of stimulus properties onto brain activity to infer dynamics of information processing and information content of brain states; 4. how results from different brain imaging techniques can be integrated at the single-trial level.

Neuroeconomics

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Publisher : Academic Press
ISBN 13 : 0123914698
Total Pages : 606 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Neuroeconomics by : Paul W. Glimcher

Download or read book Neuroeconomics written by Paul W. Glimcher and published by Academic Press. This book was released on 2013-08-13 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the years since it first published, Neuroeconomics: Decision Making and the Brain has become the standard reference and textbook in the burgeoning field of neuroeconomics. The second edition, a nearly complete revision of this landmark book, will set a new standard. This new edition features five sections designed to serve as both classroom-friendly introductions to each of the major subareas in neuroeconomics, and as advanced synopses of all that has been accomplished in the last two decades in this rapidly expanding academic discipline. The first of these sections provides useful introductions to the disciplines of microeconomics, the psychology of judgment and decision, computational neuroscience, and anthropology for scholars and students seeking interdisciplinary breadth. The second section provides an overview of how human and animal preferences are represented in the mammalian nervous systems. Chapters on risk, time preferences, social preferences, emotion, pharmacology, and common neural currencies—each written by leading experts—lay out the foundations of neuroeconomic thought. The third section contains both overview and in-depth chapters on the fundamentals of reinforcement learning, value learning, and value representation. The fourth section, “The Neural Mechanisms for Choice, integrates what is known about the decision-making architecture into state-of-the-art models of how we make choices. The final section embeds these mechanisms in a larger social context, showing how these mechanisms function during social decision-making in both humans and animals. The book provides a historically rich exposition in each of its chapters and emphasizes both the accomplishments and the controversies in the field. A clear explanatory style and a single expository voice characterize all chapters, making core issues in economics, psychology, and neuroscience accessible to scholars from all disciplines. The volume is essential reading for anyone interested in neuroeconomics in particular or decision making in general. Editors and contributing authors are among the acknowledged experts and founders in the field, making this the authoritative reference for neuroeconomics Suitable as an advanced undergraduate or graduate textbook as well as a thorough reference for active researchers Introductory chapters on economics, psychology, neuroscience, and anthropology provide students and scholars from any discipline with the keys to understanding this interdisciplinary field Detailed chapters on subjects that include reinforcement learning, risk, inter-temporal choice, drift-diffusion models, game theory, and prospect theory make this an invaluable reference Published in association with the Society for Neuroeconomics—www.neuroeconomics.org Full-color presentation throughout with numerous carefully selected illustrations to highlight key concepts

Multisensory Processes

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Publisher : Springer
ISBN 13 : 3030104613
Total Pages : 272 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Multisensory Processes by : Adrian K. C. Lee

Download or read book Multisensory Processes written by Adrian K. C. Lee and published by Springer. This book was released on 2019-03-08 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Auditory behavior, perception, and cognition are all shaped by information from other sensory systems. This volume examines this multi-sensory view of auditory function at levels of analysis ranging from the single neuron to neuroimaging in human clinical populations. Visual Influence on Auditory Perception Adrian K.C. Lee and Mark T. Wallace Cue Combination within a Bayesian Framework David Alais and David Burr Toward a Model of Auditory-Visual Speech Intelligibility Ken W. Grant and Joshua G. W. Bernstein An Object-based Interpretation of Audiovisual Processing Adrian K.C. Lee, Ross K. Maddox, and Jennifer K. Bizley Hearing in a “Moving” Visual World: Coordinate Transformations Along the Auditory Pathway Shawn M. Willett, Jennifer M. Groh, Ross K. Maddox Multisensory Processing in the Auditory Cortex Andrew J. King, Amy Hammond-Kenny, Fernando R. Nodal Audiovisual Integration in the Primate Prefrontal Cortex Bethany Plakke and Lizabeth M. Romanski Using Multisensory Integration to Understand Human Auditory Cortex Michael S. Beauchamp Combining Voice and Face Content in the Primate Temporal Lobe Catherine Perrodin and Christopher I. Petkov Neural Network Dynamics and Audiovisual Integration Julian Keil and Daniel Senkowski Cross-Modal Learning in the Auditory System Patrick Bruns and Brigitte Röder Multisensory Processing Differences in Individuals with Autism Spectrum Disorder Sarah H. Baum Miller, Mark T. Wallace Adrian K.C. Lee is Associate Professor in the Department of Speech & Hearing Sciences and the Institute for Learning and Brain Sciences at the University of Washington, Seattle Mark T. Wallace is the Louise B McGavock Endowed Chair and Professor in the Departments of Hearing and Speech Sciences, Psychiatry, Psychology and Director of the Vanderbilt Brain Institute at Vanderbilt University, Nashville Allison B. Coffin is Associate Professor in the Department of Integrative Physiology and Neuroscience at Washington State University, Vancouver, WA Arthur N. Popper is Professor Emeritus and research professor in the Department of Biology at the University of Maryland, College Park Richard R. Fay is Distinguished Research Professor of Psychology at Loyola University, Chicago

An Introduction to Model-Based Cognitive Neuroscience

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Publisher : Springer Nature
ISBN 13 : 3031452712
Total Pages : 384 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis An Introduction to Model-Based Cognitive Neuroscience by : Birte U. Forstmann

Download or read book An Introduction to Model-Based Cognitive Neuroscience written by Birte U. Forstmann and published by Springer Nature. This book was released on with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neuroimaging in Forensic Psychiatry

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Publisher : John Wiley & Sons
ISBN 13 : 1118313658
Total Pages : 397 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Neuroimaging in Forensic Psychiatry by : Joseph R. Simpson

Download or read book Neuroimaging in Forensic Psychiatry written by Joseph R. Simpson and published by John Wiley & Sons. This book was released on 2012-04-24 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important volume is the first to address the use of neuroimaging in civil and criminal forensic contexts and to include discussion of prior precedents and court decisions. Equally useful for practicing psychiatrists and psychologists, it reviews both the legal and ethical consideraitons of neuroimaging.

Advanced Brain Neuroimaging Topics in Health and Disease

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Publisher : BoD – Books on Demand
ISBN 13 : 9535112031
Total Pages : 682 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Advanced Brain Neuroimaging Topics in Health and Disease by : Dorina Papageorgiou

Download or read book Advanced Brain Neuroimaging Topics in Health and Disease written by Dorina Papageorgiou and published by BoD – Books on Demand. This book was released on 2014-05-31 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brain is the most complex computational device we know, consisting of highly interacting and redundant networks of areas, supporting specific brain functions. The rules by which these areas organize themselves to perform specific computations have only now started to be uncovered. Advances in non-invasive neuroimaging technologies have revolutionized our understanding of the functional anatomy of cortical circuits in health and disease states, which is the focus of this book. The first section of this book focuses on methodological issues, such as combining functional MRI technology with other brain imaging modalities. The second section examines the application of brain neuroimaging to understand cognitive, visual, auditory, motor and decision-making networks, as well as neurological diseases. The use of non-invasive neuroimaging technologies will continue to stimulate an exponential growth in understanding basic brain processes, largely as a result of sustained advances in neuroimaging methods and applications.

Essentials of Cognitive Neuroscience

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Publisher : John Wiley & Sons
ISBN 13 : 1119674158
Total Pages : 560 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Essentials of Cognitive Neuroscience by : Bradley R. Postle

Download or read book Essentials of Cognitive Neuroscience written by Bradley R. Postle and published by John Wiley & Sons. This book was released on 2020-05-27 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essentials of Cognitive Neuroscience introduces and explicates key principles and concepts in cognitive neuroscience in such a way that the reader will be equipped to critically evaluate the ever-growing body of findings that the field is generating. For some students this knowledge will be needed for subsequent formal study, and for all readers it will be needed to evaluate and interpret reports about cognitive neuroscience research that make their way daily into the news media and popular culture. New to the 2nd Edition New chapter on methodology Updated content considers the growing influence of perspectives from predictive coding, reinforcement learning, deep neural networks, and AI on cognitive neuroscience; as well as important empirical results from the past few years ranging from object and face recognition to perceptual decision making to working memory to language comprehension

Decision Making under Uncertainty

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Publisher : Frontiers Media SA
ISBN 13 : 2889194663
Total Pages : 144 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Decision Making under Uncertainty by : Kerstin Preuschoff

Download or read book Decision Making under Uncertainty written by Kerstin Preuschoff and published by Frontiers Media SA. This book was released on 2015-06-16 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most decisions in life are based on incomplete information and have uncertain consequences. To successfully cope with real-life situations, the nervous system has to estimate, represent and eventually resolve uncertainty at various levels. A common tradeoff in such decisions involves those between the magnitude of the expected rewards and the uncertainty of obtaining the rewards. For instance, a decision maker may choose to forgo the high expected rewards of investing in the stock market and settle instead for the lower expected reward and much less uncertainty of a savings account. Little is known about how different forms of uncertainty, such as risk or ambiguity, are processed and learned about and how they are integrated with expected rewards and individual preferences throughout the decision making process. With this Research Topic we aim to provide a deeper and more detailed understanding of the processes behind decision making under uncertainty.

Measurable Brain and Cognitive Reserve: The Implication of Neuroimaging Biomarkers in the Normal Aging Process

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Publisher : Frontiers Media SA
ISBN 13 : 2832503411
Total Pages : 135 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Measurable Brain and Cognitive Reserve: The Implication of Neuroimaging Biomarkers in the Normal Aging Process by : Chu-Chung Huang

Download or read book Measurable Brain and Cognitive Reserve: The Implication of Neuroimaging Biomarkers in the Normal Aging Process written by Chu-Chung Huang and published by Frontiers Media SA. This book was released on 2022-11-02 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Developments in Neuroimaging in Mood Disorders

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Publisher : Frontiers Media SA
ISBN 13 : 2832545742
Total Pages : 114 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Recent Developments in Neuroimaging in Mood Disorders by : Jigar Jogia

Download or read book Recent Developments in Neuroimaging in Mood Disorders written by Jigar Jogia and published by Frontiers Media SA. This book was released on 2024-03-07 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mood disorders, such as depression and bipolar disorder, are a global public health problem because of their high prevalence, chronicity, and recurrence throughout the lifespan as well as increased risk of mortality. These disorders are often associated with anatomical and functional brain alterations. In the last few decades, brain imaging research has made it possible to investigate these alternations in patients with neuropsychiatric illnesses. In particular, novel neuroimaging methods (e.g., structural/functional magnetic resonance imaging), have allowed researchers to further understand both anatomical and functional deficits in patients with mood disorders.

What Determines Social Behavior? Investigating the Role of Emotions, Self-Centered Motives, and Social Norms

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Publisher : Frontiers Media SA
ISBN 13 : 2889199649
Total Pages : 405 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis What Determines Social Behavior? Investigating the Role of Emotions, Self-Centered Motives, and Social Norms by : Corrado Corradi-Dell'Acqua

Download or read book What Determines Social Behavior? Investigating the Role of Emotions, Self-Centered Motives, and Social Norms written by Corrado Corradi-Dell'Acqua and published by Frontiers Media SA. This book was released on 2016-09-28 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human behavior and decision making is subject to social and motivational influences such as emotions, norms and self/other regarding preferences. The identification of the neural and psychological mechanisms underlying these factors is a central issue in psychology, behavioral economics and social neuroscience, with important clinical, social, and even political implications. However, despite a continuously growing interest from the scientific community, the processes underlying these factors, as well as their ontogenetic and phylogenetic development, have so far remained elusive. In this Research Topic we collect articles that provide challenging insights and stimulate a fruitful controversy on the question of “what determines social behavior”. Indeed, over the last decades, research has shown that introducing a social context to otherwise abstract tasks has diverse effects on social behavior. On the one hand, it may induce individuals to act irrationally, for instance to refuse money, but on the other hand it improves individuals’ reasoning, in that formerly difficult abstract problems can be easily solved. These lines of research led to distinct (although not necessarily mutually exclusive) models for socially-driven behavioral changes. For instance, a popular theoretical framework interprets human behavior as a result of a conflict between cognition and emotion, with the cognitive system promoting self-interested choices, and the emotional system (triggered by the social context) operating against them. Other theories favor social norms and deontic heuristics in biasing human reasoning and encouraging choices that are sometimes in conflict with one’s interest. Few studies attempted to disentangle between these (as well as other) models. As a consequence, although insightful results arise from specific domains/tasks, a comprehensive theoretical framework is still missing. Furthermore, studies employing neuroimaging techniques have begun to shed some light on the neural substrates involved in social behavior, implicating consistently (although not exclusively) portions of the limbic system, the insular and the prefrontal cortex. In this context, a challenge for present research lies not only in further mapping the brain structures implicated in social behavior, or in describing in detail the functional interaction between these structures, but in showing how the implicated networks relate to different theoretical models. This is Research Topic hosted by members of the Swiss National Center of Competence in Research “Affective Sciences – Emotions in Individual Behaviour and Social Processes”. We collected contributions from the international community which extended the current knowledge about the psychological and neural structures underlying social behavior and decision making. In particular, we encouraged submissions from investigators arising from different domains (psychology, behavioral economics, affective sciences, etc.) implementing different techniques (behavior, electrophysiology, neuroimaging, brain stimulations) on different populations (neurotypical adults, children, brain damaged or psychiatric patients, etc.). Animal studies are also included, as the data reported are of high comparative value. Finally, we also welcomed submissions of meta-analytical articles, mini-reviews and perspective papers which offer provocative and insightful interpretations of the recent literature in the field.

Mind and Motion: The Bidirectional Link between Thought and Action

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Publisher : Elsevier
ISBN 13 : 9780080886145
Total Pages : 374 pages
Book Rating : 4.8/5 (861 download)

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Book Synopsis Mind and Motion: The Bidirectional Link between Thought and Action by : Markus Raab

Download or read book Mind and Motion: The Bidirectional Link between Thought and Action written by Markus Raab and published by Elsevier. This book was released on 2009-05-27 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume investigates the implications of how our brain directs our movements on decision making. An extensive body of knowledge in chapters from international experts is presented as well as integrative group reports discussing new directions for future research. The understanding of how people make decisions is of central interest to experts working in fields such as psychology, economics, movement science, cognitive neuroscience, neuroinformatics, robotics, and sport science. For the first time the current volume provides a multidisciplinary overview of how action and cognition are integrated in the planning of and decisions about action. * Offers intense, focused, and genuine interdisciplinary perspective * Conveys state-of-the-art and outlines future research directions on the hot topic of mind and motion (or embodied cognition) * Includes contributions from psychologists, neuroscientists, movement scientists, economists, and others

Bayesian Cognitive Modeling

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Publisher : Cambridge University Press
ISBN 13 : 1107653916
Total Pages : 279 pages
Book Rating : 4.1/5 (76 download)

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Book Synopsis Bayesian Cognitive Modeling by : Michael D. Lee

Download or read book Bayesian Cognitive Modeling written by Michael D. Lee and published by Cambridge University Press. This book was released on 2014-04-03 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology and cognitive science, however, have failed to take full advantage of the new and exciting possibilities that the Bayesian approach affords. Ideal for teaching and self study, this book demonstrates how to do Bayesian modeling. Short, to-the-point chapters offer examples, exercises, and computer code (using WinBUGS or JAGS, and supported by Matlab and R), with additional support available online. No advance knowledge of statistics is required and, from the very start, readers are encouraged to apply and adjust Bayesian analyses by themselves. The book contains a series of chapters on parameter estimation and model selection, followed by detailed case studies from cognitive science. After working through this book, readers should be able to build their own Bayesian models, apply the models to their own data, and draw their own conclusions.

Managerial Decision-Making From the Perspectives of Behavioral Science and Neuroscience

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Publisher : Frontiers Media SA
ISBN 13 : 2832516351
Total Pages : 319 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Managerial Decision-Making From the Perspectives of Behavioral Science and Neuroscience by : Wuke Zhang

Download or read book Managerial Decision-Making From the Perspectives of Behavioral Science and Neuroscience written by Wuke Zhang and published by Frontiers Media SA. This book was released on 2023-03-03 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Organizational Neuroscience

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Publisher : Emerald Group Publishing Limited
ISBN 13 : 9781785604317
Total Pages : 0 pages
Book Rating : 4.6/5 (43 download)

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Book Synopsis Organizational Neuroscience by : David A. Waldman

Download or read book Organizational Neuroscience written by David A. Waldman and published by Emerald Group Publishing Limited. This book was released on 2015-12-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume aims to introduce organizational researchers and practitioners to the role of neuroscience in building theory, research methodologies and practical applications. The volume introduces the field of organizational neuroscience and explores its influence on topics such as leadership, ethics and moral reasoning.

Handbook of Reward and Decision Making

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Publisher : Academic Press
ISBN 13 : 9780080923482
Total Pages : 526 pages
Book Rating : 4.9/5 (234 download)

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Book Synopsis Handbook of Reward and Decision Making by : Jean-Claude Dreher

Download or read book Handbook of Reward and Decision Making written by Jean-Claude Dreher and published by Academic Press. This book was released on 2009-06-04 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses a fundamental question about the nature of behavior: how does the brain process reward and makes decisions when facing multiple options? The book presents the most recent and compelling lesion, neuroimaging, electrophysiological and computational studies, in combination with hormonal and genetic studies, which have led to a clearer understanding of neural mechanisms behind reward and decision making. The neural bases of reward and decision making processes are of great interest to scientists because of the fundamental role of reward in a number of behavioral processes (such as motivation, learning and cognition) and because of their theoretical and clinical implications for understanding dysfunctions of the dopaminergic system in several neurological and psychiatric disorders (schizophrenia, Parkinson's disease, drug addiction, pathological gambling, ...). Comprehensive coverage of approaches to studying reward and decision making, including primate neurophysiology and brain imaging studies in healthy humans and in various disorders, genetic and hormonal influences on the reward system and computational models. Covers clinical implications of process dysfunction (e.g., schizophrenia, Parkinson's disease, eating disorders, drug addiction, pathological gambling) Uses multiple levels of analysis, from molecular mechanisms to neural systems dynamics and computational models. " This is a very interesting and authoritative handbook by some of the most outstanding investigators in the field of reward and decision making ", Professor Edmund T. Rolls, Oxford Center for Computational Neuroscience, UK

Mathematical Models of Perception and Cognition Volume II

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Publisher : Routledge
ISBN 13 : 1317297490
Total Pages : 271 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Mathematical Models of Perception and Cognition Volume II by : Joseph Houpt

Download or read book Mathematical Models of Perception and Cognition Volume II written by Joseph Houpt and published by Routledge. This book was released on 2016-05-20 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this two volume festschrift, contributors explore the theoretical developments (Volume I) and applications (Volume II) in traditional cognitive psychology domains, and model other areas of human performance that benefit from rigorous mathematical approaches. It brings together former classmates, students and colleagues of Dr. James T. Townsend, a pioneering researcher in the field since the early 1960s, to provide a current overview of mathematical modeling in psychology. Townsend’s research critically emphasized a need for rigor in the practice of cognitive modeling, and for providing mathematical definition and structure to ill-defined psychological topics. The research captured demonstrates how the interplay of theory and application, bridged by rigorous mathematics, can move cognitive modeling forward.