Mathematical Models Of Perception And Cognition
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Mathematical Models Of Perception And Cognition Volume Ii
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Author : Joseph W. Houpt
language : en
Publisher: Routledge
Release Date : 2016-05-20
Mathematical Models Of Perception And Cognition Volume Ii written by Joseph W. Houpt and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-20 with Psychology categories.
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.
Mathematical Models Of Perception And Cognition Volume I
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Author : Joseph Houpt
language : en
Publisher: Psychology Press
Release Date : 2016-05-20
Mathematical Models Of Perception And Cognition Volume I written by Joseph Houpt and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-20 with Psychology categories.
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.
Mathematical Models Of Perception And Cognition Volume Ii
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Author : Joseph W. Houpt
language : en
Publisher: Scientific Psychology
Release Date : 2016
Mathematical Models Of Perception And Cognition Volume Ii written by Joseph W. Houpt and has been published by Scientific Psychology this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Psychology categories.
10.8 Relative Salience Affects Perceptual Comparison and Decision Process in Change Detection
Multidimensional Models Of Perception And Cognition
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Author : F. Gregory Ashby
language : en
Publisher: Psychology Press
Release Date : 2014-02-04
Multidimensional Models Of Perception And Cognition written by F. Gregory Ashby and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-04 with Education categories.
The mental representations of perceptual and cognitive stimuli vary on many dimensions. In addition, because of quantal fluctuations in the stimulus, spontaneous neural activity, and fluctuations in arousal and attentiveness, mental events are characterized by an inherent variability. During the last several years, a number of models and theories have been developed that explicitly assume the appropriate mental representation is both multidimensional and probabilistic. This new approach has the potential to revolutionize the study of perception and cognition in the same way that signal detection theory revolutionized the study of psychophysics. This unique volume is the first to critically survey this important new area of research.
Mathematical Models Of Perception And Cognition Volume I
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Author : Joseph W. Houpt
language : en
Publisher: Psychology Press
Release Date : 2016-05-20
Mathematical Models Of Perception And Cognition Volume I written by Joseph W. Houpt and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-20 with Psychology categories.
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.
Computational Geometric And Process Perspectives On Facial Cognition
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Author : Michael J. Wenger
language : en
Publisher: Psychology Press
Release Date : 2005-04-11
Computational Geometric And Process Perspectives On Facial Cognition written by Michael J. Wenger and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04-11 with Psychology categories.
Within the last three decades, interest in the psychological experience of human faces has drawn together cognitive science researchers from diverse backgrounds. Computer scientists talk to neural scientists who draw on the work of mathematicians who explicitly influence those conducting behavioral experiments. The chapters in this volume illustrate the breadth of the research on facial perception and memory, with the emphasis being on mathematical and computational approaches. In pulling together these chapters, the editors sought to do much more than illustrate breadth. They endeavored as well to illustrate the synergies and tensions that inevitably result from adopting a broad view, one consistent with the emerging discipline of cognitive science.
Trends And Challenges In Cognitive Modeling
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Author : Tomas Veloz
language : en
Publisher: Springer Nature
Release Date : 2024-01-23
Trends And Challenges In Cognitive Modeling written by Tomas Veloz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-23 with Mathematics categories.
This book presents interdisciplinary research in the science of Human Cognition through mathematical and computational modeling and simulation. Featuring new approaches developed by leading experts in the field of cognitive science, it highlights the relevance and depth of this important area of social sciences and its expanding reach into the biological, physical, computational and mathematical sciences. This contributed volume compiles the most recent advancements and cutting-edge applications of cognitive modeling, employing a genuinely multidisciplinary approach to simulate thinking, memory, and decision-making. The topics covered encompass a wide range of subjects, such as Agent-based Modeling in psychological research, the Nyayasutra proof pattern, the utilization of the Pheromone Trail Algorithm for modeling Analog Memory, the theory and practical applications of Social Laser Theory, addressing the challenges of probabilistic learning in brain and behavior models, adopting a Physicalistic perspective to understand the emergence of cognition and computation, an in-depth analysis of the conjunction fallacy as a factual occurrence, exploring quantum modeling and causality in physics and its extensions, examining compositional vector semantics within spiking neural networks, delving into the realms of Optimality, Prototypes, and Bilingualism, and finally, investigating the intricate dimensionality of color perception. Given its scope and approach, the book will benefit researchers and students of computational social sciences, mathematics and its applications, quantum physics.
Mathematical Psychology And Psychophysiology
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Author : Stephen Grossberg
language : en
Publisher: Psychology Press
Release Date : 2014-05-22
Mathematical Psychology And Psychophysiology written by Stephen Grossberg and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-22 with Psychology categories.
Mathematical Psychology and Psychophysiology promotes an understanding of the mind and its neural substrates by applying interdisciplinary approaches to issues concerning behavior and the brain. The contributions present model from many disciplines that share common, conceptual, functional, or mechanistic substrates and summarize recent models and data from neural networks, mathematical genetics, psychoacoustics, olfactory coding, visual perception, measurement, psychophysics, cognitive development, and other areas. The contributors to Mathematical Psychology and Psychophysiology show the conceptual and mathematical interconnectedness of several approaches to the fundamental scientific problem of understanding mind and brain. The book's interdisciplinary approach permits a deeper understanding of theoretical advances as it formally structures a broad overview of the data.
Statistical Models In Cognition And Perception
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Author : Jeffrey N. Rouder
language : en
Publisher: Wiley-Blackwell
Release Date : 2013-02-01
Statistical Models In Cognition And Perception written by Jeffrey N. Rouder and has been published by Wiley-Blackwell this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-01 with Psychology categories.
There has always been a strong mathematical and statistical component in experimental psychology. Many current articles in high-ranking journals present sophisticated, nonlinear statistical and mathematical models for solving substantive problems. This high level of discourse represents advances in both methodological practice and scientific knowledge. It also presents a challenge to the research community: how do we teach the skills necessary to understand mathematical and statistical approaches? There are several excellent texts on psychological statistics. These focus on the general linear model and cover topics such as ANOVA and regression. They do not provide coverage of simple nonlinear models that have been instrumental in modern cognition and perception. There are a few texts in mathematical psychology,but these do not focus on statistical issues of parameter estimation, inference,and model selection. In brief, there is an unfilled niche in graduate education for a text that covers practical aspects of using formal models in cognition and perception. The theme of the book is that modeling can be done in a united statistical framework. The framework is based on two features: (1) models can be placed in a nested structure with general models nesting more specific ones; and (2) estimation and inference for all of these models can be done with maximum likelihood techniques. Using a pragmatic approach, this book will show students how to solve problems with statistical models. Further, the approach stresses the relationship between psychological theory and statistical models. Many theories of psychological process are neither linear nor additive; analysis of data to test these theories can be more profitably done outside of the general linear model framework. One of the tenets of this book is that theoretical or experimental concerns motivate appropriate statistical models. This task of motivating statistical models with psychological concerns is greatly aided by a nested-models framework.
An Interdisciplinary Approach To Cognitive Modelling
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Author : Partha Ghose
language : en
Publisher: Taylor & Francis
Release Date : 2023-12-05
An Interdisciplinary Approach To Cognitive Modelling written by Partha Ghose and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-05 with Philosophy categories.
An Interdisciplinary Approach to Cognitive Modelling presents a new approach to cognition that challenges long-held views. It systematically develops a broad-based framework to model cognition, which is mathematically equivalent to the emerging ‘quantum-like modelling’ of the human mind. The book argues that a satisfactory physical and philosophical basis of such an approach is missing, a particular issue being the application of quantization to the mind for which there is no empirical evidence as yet. In response to this issue, the book adopts a COM (classical optical modelling) approach, broad-based but mathematically equivalent to quantum-like modelling while avoiding its problematic features. It presents a philosophically informed and empirically motivated mathematical model of cognition, mainly concerning decision-making processes. It also deals with applications to different areas of the social sciences. It will be of interest to scholars and research students interested in the mathematical modelling of cognition and decision-making, and also interdisciplinary researchers interested in broader issues of cognition.