Mathematical Models of Perception and Cognition Volume II

Mathematical Models of Perception and Cognition Volume II
Author: Joseph W. Houpt
Publisher: Routledge
Total Pages: 288
Release: 2016-05-20
Genre: Psychology
ISBN: 1317297482

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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

Mathematical Models of Perception and Cognition Volume I
Author: Joseph Houpt
Publisher: Psychology Press
Total Pages: 285
Release: 2016-05-20
Genre: Psychology
ISBN: 1317297520

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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

Mathematical Models of Perception and Cognition
Author: Joseph W. Houpt
Publisher: Psychology Press
Total Pages: 0
Release: 2016
Genre: Psychology
ISBN: 9781138125766

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9.1 Selective Attention and Perceptual Independence: A Bit of History

Mathematical Models of Perception and Cognition Volume I

Mathematical Models of Perception and Cognition Volume I
Author: Joseph W. Houpt
Publisher: Psychology Press
Total Pages: 306
Release: 2016-05-20
Genre: Psychology
ISBN: 1317297512

Download Mathematical Models of Perception and Cognition Volume I Book in PDF, Epub and Kindle

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.

Multidimensional Models of Perception and Cognition

Multidimensional Models of Perception and Cognition
Author: F. Gregory Ashby
Publisher: Psychology Press
Total Pages: 582
Release: 2014-02-04
Genre: Education
ISBN: 1317784030

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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.

Trends and Challenges in Cognitive Modeling

Trends and Challenges in Cognitive Modeling
Author: Tomas Veloz
Publisher: Springer Nature
Total Pages: 191
Release: 2024-01-23
Genre: Mathematics
ISBN: 303141862X

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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.

Computational, Geometric, and Process Perspectives on Facial Cognition

Computational, Geometric, and Process Perspectives on Facial Cognition
Author: Michael J. Wenger
Publisher: Psychology Press
Total Pages: 460
Release: 2005-04-11
Genre: Psychology
ISBN: 113566949X

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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.

Computational Modeling in Cognition

Computational Modeling in Cognition
Author: Stephan Lewandowsky
Publisher: SAGE Publications
Total Pages: 377
Release: 2010-11-29
Genre: Psychology
ISBN: 1452223386

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An accessible introduction to the principles of computational and mathematical modeling in psychology and cognitive science This practical and readable work provides students and researchers, who are new to cognitive modeling, with the background and core knowledge they need to interpret published reports, and develop and apply models of their own. The book is structured to help readers understand the logic of individual component techniques and their relationships to each other.

The Oxford Handbook of Computational and Mathematical Psychology

The Oxford Handbook of Computational and Mathematical Psychology
Author: Jerome R. Busemeyer
Publisher: Oxford University Press
Total Pages: 425
Release: 2015-03-20
Genre: Psychology
ISBN: 0199958009

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This Oxford Handbook offers a comprehensive and authoritative review of important developments in computational and mathematical psychology. With chapters written by leading scientists across a variety of subdisciplines, it examines the field's influence on related research areas such as cognitive psychology, developmental psychology, clinical psychology, and neuroscience. The Handbook emphasizes examples and applications of the latest research, and will appeal to readers possessing various levels of modeling experience. The Oxford Handbook of Computational and mathematical Psychology covers the key developments in elementary cognitive mechanisms (signal detection, information processing, reinforcement learning), basic cognitive skills (perceptual judgment, categorization, episodic memory), higher-level cognition (Bayesian cognition, decision making, semantic memory, shape perception), modeling tools (Bayesian estimation and other new model comparison methods), and emerging new directions in computation and mathematical psychology (neurocognitive modeling, applications to clinical psychology, quantum cognition). The Handbook would make an ideal graduate-level textbook for courses in computational and mathematical psychology. Readers ranging from advanced undergraduates to experienced faculty members and researchers in virtually any area of psychology--including cognitive science and related social and behavioral sciences such as consumer behavior and communication--will find the text useful.

An Interdisciplinary Approach to Cognitive Modelling

An Interdisciplinary Approach to Cognitive Modelling
Author: Partha Ghose
Publisher: Taylor & Francis
Total Pages: 139
Release: 2023-12-05
Genre: Philosophy
ISBN: 1003818552

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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.