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Computational Models Of Cognitive Processes

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Computational Models Of Cognitive Processes

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Author : Julien Mayor
language : en
Publisher: World Scientific
Release Date : 2013-11-18

Computational Models Of Cognitive Processes written by Julien Mayor and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-18 with Computers categories.

Computational Models of Cognitive Processes collects refereed versions of papers presented at the 13th Neural Computation and Psychology Workshop (NCPW13) that took place July 2012, in San Sebastian (Spain). This workshop series is a well-established and unique forum that brings together researchers from such diverse disciplines as artificial intelligence, cognitive science, computer science, neurobiology, philosophy and psychology to discuss their latest work on models of cognitive processes.

Computational Models Of Cognitive Processes Proceedings Of The 13th Neural Computation And Psychology Workshop

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Author : Julien Mayor
language : en
Publisher: World Scientific
Release Date : 2013-11-18

Computational Models Of Cognitive Processes Proceedings Of The 13th Neural Computation And Psychology Workshop written by Julien Mayor and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-18 with Science categories.

Neurocomputational Models Of Cognitive Development And Processing Proceedings Of The 14th Neural Computation And Psychology Workshop

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Author : Alastair Smith
language : en
Publisher: World Scientific
Release Date : 2016-09-29

Neurocomputational Models Of Cognitive Development And Processing Proceedings Of The 14th Neural Computation And Psychology Workshop written by Alastair Smith and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-29 with Psychology categories.

This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK. The workshop draws international attendees from the cutting edge of interdisciplinary research in psychology, computational modeling, artificial intelligence and psychology, and aims to drive forward our understanding of the mechanisms underlying a range of cognitive processes.

Computational Models For Cognitive Vision

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Author : Hiranmay Ghosh
language : en
Publisher: John Wiley & Sons
Release Date : 2020-07-01

Computational Models For Cognitive Vision written by Hiranmay Ghosh and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-01 with Computers categories.

Learn how to apply cognitive principles to the problems of computer vision Computational Models for Cognitive Vision formulates the computational models for the cognitive principles found in biological vision, and applies those models to computer vision tasks. Such principles include perceptual grouping, attention, visual quality and aesthetics, knowledge-based interpretation and learning, to name a few. The author’s ultimate goal is to provide a framework for creation of a machine vision system with the capability and versatility of the human vision. Written by Dr. Hiranmay Ghosh, the book takes readers through the basic principles and the computational models for cognitive vision, Bayesian reasoning for perception and cognition, and other related topics, before establishing the relationship of cognitive vision with the multi-disciplinary field broadly referred to as “artificial intelligence”. The principles are illustrated with diverse application examples in computer vision, such as computational photography, digital heritage and social robots. The author concludes with suggestions for future research and salient observations about the state of the field of cognitive vision. Other topics covered in the book include: · knowledge representation techniques · evolution of cognitive architectures · deep learning approaches for visual cognition Undergraduate students, graduate students, engineers, and researchers interested in cognitive vision will consider this an indispensable and practical resource in the development and study of computer vision.

Computational Models Of Reading

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Author : Erik D. Reichle
language : en
Publisher: Oxford University Press
Release Date : 2021

Computational Models Of Reading written by Erik D. Reichle and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Computers categories.

Computational Models of Reading is a reference book that can be used to learn about reading research and how computer models have been used to explain and simulate the mental processes involved in reading. These mental processes include the identification of printed words, the active construction of larger units of meaning (for example, of sentences), and the integration of the latter into memory so that a text can be understood and remembered. The final chapter describes a new model of reading, in its entirety, and then reports simulations showing how it explains important findings related to reading.

Introduction To Modeling Cognitive Processes

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Author : Tom Verguts
language : en
Publisher: MIT Press
Release Date : 2022-02-01

Introduction To Modeling Cognitive Processes written by Tom Verguts and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-01 with Science categories.

An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and Bayesian models; and models of social interaction. All mathematical concepts are introduced gradually, with no background in advanced topics required. Hints and solutions for exercises and a glossary follow the main text. All code in the book is Python, with the Spyder editor in the Anaconda environment. A GitHub repository with Python files enables readers to access the computer code used and start programming themselves. The book is suitable as an introduction to modeling cognitive processes for students across a range of disciplines and as a reference for researchers interested in a broad overview.

Computational Models Of Brain And Behavior

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Author : Ahmed A. Moustafa
language : en
Publisher: John Wiley & Sons
Release Date : 2017-09-11

Computational Models Of Brain And Behavior written by Ahmed A. Moustafa and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-11 with Psychology categories.

A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer’s disease, Parkinson’s disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students—as well as researchers involved in computational neuroscience modeling research.

Theoretical And Computational Models Of Word Learning Trends In Psychology And Artificial Intelligence

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Author : Gogate, Lakshmi
language : en
Publisher: IGI Global
Release Date : 2013-02-28

Theoretical And Computational Models Of Word Learning Trends In Psychology And Artificial Intelligence written by Gogate, Lakshmi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-28 with Computers categories.

The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the progression of word learning. Blending together developmental psychology and artificial intelligence, this publication is intended for researchers, practitioners, and educators who are interested in language learning and its development as well as computational models formed from these specific areas of research.

The New Literacies

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Author : Elizabeth A. Baker
language : en
Publisher: Guilford Press
Release Date : 2010-04-13

The New Literacies written by Elizabeth A. Baker and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-13 with Language Arts & Disciplines categories.

With contributions from leading scholars, this compelling volume offers fresh insights into literacy teaching and learning—and the changing nature of literacy itself—in today's K–12 classrooms. The focus is on varied technologies and literacies such as social networking sites, text messaging, and online communities. Cutting-edge approaches to integrating technology into traditional, print-centered reading and writing instruction are described. Also discussed are ways to teach the new skills and strategies that students need to engage effectively with digital texts. The book is unique in examining new literacies through multiple theoretical lenses, including behavioral, semiotic, cognitive, sociocultural, critical, and feminist perspectives.

The Cambridge Handbook Of Computational Psychology

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Author : Ron Sun
language : en
Publisher: Cambridge University Press
Release Date : 2008-04-28

The Cambridge Handbook Of Computational Psychology written by Ron Sun and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-28 with Computers categories.

This book is a definitive reference source for the growing, increasingly more important, and interdisciplinary field of computational cognitive modeling, that is, computational psychology. It combines breadth of coverage with definitive statements by leading scientists in this field. Research in computational cognitive modeling explores the essence of cognition and various cognitive functionalities through developing detailed, process-based understanding by specifying computational mechanisms, structures, and processes. Given the complexity of the human mind and its manifestation in behavioral flexibility, process-based computational models may be necessary to explicate and elucidate the intricate details of the mind. The key to understanding cognitive processes is often in fine details. Computational models provide algorithmic specificity: detailed, exactly specified, and carefully thought-out steps, arranged in precise yet flexible sequences. These models provide both conceptual clarity and precision at the same time. This book substantiates this approach through overviews and many examples.

Computational Models Of Cognitive Processes

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