Computational Neuroscience And Cognitive Modelling
DOWNLOAD
Download Computational Neuroscience And Cognitive Modelling PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Computational Neuroscience And Cognitive Modelling book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Computational Neuroscience And Cognitive Modelling
DOWNLOAD
Author : Britt Anderson
language : en
Publisher: SAGE
Release Date : 2014-01-08
Computational Neuroscience And Cognitive Modelling written by Britt Anderson and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-08 with Psychology categories.
"For the neuroscientist or psychologist who cringes at the sight of mathematical formulae and whose eyes glaze over at terms like differential equations, linear algebra, vectors, matrices, Bayes’ rule, and Boolean logic, this book just might be the therapy needed." - Anjan Chatterjee, Professor of Neurology, University of Pennsylvania "Anderson provides a gentle introduction to computational aspects of psychological science, managing to respect the reader’s intelligence while also being completely unintimidating. Using carefully-selected computational demonstrations, he guides students through a wide array of important approaches and tools, with little in the way of prerequisites...I recommend it with enthusiasm." - Asohan Amarasingham, The City University of New York This unique, self-contained and accessible textbook provides an introduction to computational modelling neuroscience accessible to readers with little or no background in computing or mathematics. Organized into thematic sections, the book spans from modelling integrate and firing neurons to playing the game Rock, Paper, Scissors in ACT-R. This non-technical guide shows how basic knowledge and modern computers can be combined for interesting simulations, progressing from early exercises utilizing spreadsheets, to simple programs in Python. Key Features include: Interleaved chapters that show how traditional computing constructs are simply disguised versions of the spread sheet methods. Mathematical facts and notation needed to understand the modelling methods are presented at their most basic and are interleaved with biographical and historical notes for contex. Numerous worked examples to demonstrate the themes and procedures of cognitive modelling. An excellent text for postgraduate students taking courses in research methods, computational neuroscience, computational modelling, cognitive science and neuroscience. It will be especially valuable to psychology students.
Computational Neuroscience And Cognitive Modelling
DOWNLOAD
Author : Britt Anderson
language : en
Publisher: SAGE Publications Limited
Release Date : 2014-01-08
Computational Neuroscience And Cognitive Modelling written by Britt Anderson and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-08 with Psychology categories.
"For the neuroscientist or psychologist who cringes at the sight of mathematical formulae and whose eyes glaze over at terms like differential equations, linear algebra, vectors, matrices, Bayes’ rule, and Boolean logic, this book just might be the therapy needed." - Anjan Chatterjee, Professor of Neurology, University of Pennsylvania "Anderson provides a gentle introduction to computational aspects of psychological science, managing to respect the reader’s intelligence while also being completely unintimidating. Using carefully-selected computational demonstrations, he guides students through a wide array of important approaches and tools, with little in the way of prerequisites...I recommend it with enthusiasm." - Asohan Amarasingham, The City University of New York This unique, self-contained and accessible textbook provides an introduction to computational modelling neuroscience accessible to readers with little or no background in computing or mathematics. Organized into thematic sections, the book spans from modelling integrate and firing neurons to playing the game Rock, Paper, Scissors in ACT-R. This non-technical guide shows how basic knowledge and modern computers can be combined for interesting simulations, progressing from early exercises utilizing spreadsheets, to simple programs in Python. Key Features include: Interleaved chapters that show how traditional computing constructs are simply disguised versions of the spread sheet methods. Mathematical facts and notation needed to understand the modelling methods are presented at their most basic and are interleaved with biographical and historical notes for contex. Numerous worked examples to demonstrate the themes and procedures of cognitive modelling. An excellent text for postgraduate students taking courses in research methods, computational neuroscience, computational modelling, cognitive science and neuroscience. It will be especially valuable to psychology students.
Computational Neuroscience And Cognitive Modelling
DOWNLOAD
Author : Britt-Anne Anderson
language : en
Publisher:
Release Date : 2014
Computational Neuroscience And Cognitive Modelling written by Britt-Anne Anderson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Cognitive psychology categories.
This unique, self-contained and accessible textbook provides an introduction to computational modelling in psychology and neuroscience accessible to students with little or no background in computing or mathematics.
Computational Neuroscience And Cognitive Modelling
DOWNLOAD
Author : James Bailey
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-05-17
Computational Neuroscience And Cognitive Modelling written by James Bailey and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-17 with categories.
This unique, self-contained and accessible textbook provides an introduction to computational modelling neuroscience accessible to readers with little or no background in computing or mathematics. Organized into thematic sections, the book spans from modelling integrate and firing neurons to playing the game Rock, Paper, Scissors in ACT-R. This non-technical guide shows how basic knowledge and modern computers can be combined for interesting simulations, progressing from early exercises utilizing spreadsheets, to simple programs in Python. Key Features include: Interleaved chapters that show how traditional computing constructs are simply disguised versions of the spread sheet methods. Mathematical facts and notation needed to understand the modelling methods are presented at their most basic and are interleaved with biographical and historical notes for contex. Numerous worked examples to demonstrate the themes and procedures of cognitive modelling.
Computational Neuroscience Models Of The Basal Ganglia
DOWNLOAD
Author : V. Srinivasa Chakravarthy
language : en
Publisher: Springer
Release Date : 2018-03-21
Computational Neuroscience Models Of The Basal Ganglia written by V. Srinivasa Chakravarthy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-21 with Technology & Engineering categories.
The book is a compendium of the aforementioned subclass of models of Basal Ganglia, which presents some the key existent theories of Basal Ganglia function. The book presents computational models of basal ganglia-related disorders, including Parkinson’s disease, schizophrenia, and addiction. Importantly, it highlights the applications of understanding the role of the basal ganglia to treat neurological and psychiatric disorders. The purpose of the present book is to amend and expand on James Houk’s book (MIT press; ASIN: B010BF4U9K) by providing a comprehensive overview on computational models of the basal ganglia. This book caters to researchers and academics from the area of computational cognitive neuroscience.
Introduction To Neural And Cognitive Modeling
DOWNLOAD
Author : Daniel S. Levine
language : en
Publisher: Routledge
Release Date : 2018-10-26
Introduction To Neural And Cognitive Modeling written by Daniel S. Levine and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-26 with Psychology categories.
This textbook provides a general introduction to the field of neural networks. Thoroughly revised and updated from the previous editions of 1991 and 2000, the current edition concentrates on networks for modeling brain processes involved in cognitive and behavioral functions. Part one explores the philosophy of modeling and the field’s history starting from the mid-1940s, and then discusses past models of associative learning and of short-term memory that provide building blocks for more complex recent models. Part two of the book reviews recent experimental findings in cognitive neuroscience and discusses models of conditioning, categorization, category learning, vision, visual attention, sequence learning, behavioral control, decision making, reasoning, and creativity. The book presents these models both as abstract ideas and through examples and concrete data for specific brain regions. The book includes two appendices to help ground the reader: one reviewing the mathematics used in network modeling, and a second reviewing basic neuroscience at both the neuron and brain region level. The book also includes equations, practice exercises, and thought experiments.
Computational Modelling In Behavioural Neuroscience
DOWNLOAD
Author : Dietmar Heinke
language : en
Publisher: Psychology Press
Release Date : 2009-04-03
Computational Modelling In Behavioural Neuroscience written by Dietmar Heinke and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-03 with Medical categories.
This book represents the state-of-the-art in the field through a unique collection of papers from the world's leading researchers in the area of computational modelling in behavioural neuroscience.
The Routledge Handbook Of The Computational Mind
DOWNLOAD
Author : Mark Sprevak
language : en
Publisher: Routledge
Release Date : 2018-09-13
The Routledge Handbook Of The Computational Mind written by Mark Sprevak and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-13 with Philosophy categories.
Computational approaches dominate contemporary cognitive science, promising a unified, scientific explanation of how the mind works. However, computational approaches raise major philosophical and scientific questions. In what sense is the mind computational? How do computational approaches explain perception, learning, and decision making? What kinds of challenges should computational approaches overcome to advance our understanding of mind, brain, and behaviour? The Routledge Handbook of the Computational Mind is an outstanding overview and exploration of these issues and the first philosophical collection of its kind. Comprising thirty-five chapters by an international team of contributors from different disciplines, the Handbook is organised into four parts: History and future prospects of computational approaches Types of computational approach Foundations and challenges of computational approaches Applications to specific parts of psychology. Essential reading for students and researchers in philosophy of mind, philosophy of psychology, and philosophy of science, The Routledge Handbook of the Computational Mind will also be of interest to those studying computational models in related subjects such as psychology, neuroscience, and computer science.
Computational Neuroscience Modeling And Applications
DOWNLOAD
Author : Scott Carter
language : en
Publisher:
Release Date : 2019-06-06
Computational Neuroscience Modeling And Applications written by Scott Carter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-06 with categories.
Computational neuroscience is the branch of neuroscience that uses mathematical models, theoretical analysis and abstractions, to understand the development, structure and information-processing of the nervous system. It also attempts to understand the principles that govern the physiology and cognitive abilities of the nervous system. Computational neuroscience models help in the understanding of biological phenomena at different spatial-temporal scales. It covers all aspects of membrane currents, proteins, network oscillations, learning, memory, etc. Research in computational neuroscience delves into the concepts of consciousness and the processes of cognition, sensory processing, memory and axonal patterning and development. This book discusses the fundamentals as well as modern approaches of computational neuroscience. It covers all the important aspects of modeling and their applications. Different approaches, evaluations, methodologies and advanced studies have been included in this book. With state-of-the-art inputs by acclaimed experts of this field, this book targets students and researchers alike.
Computational Neuroscience For Advancing Artificial Intelligence Models Methods And Applications
DOWNLOAD
Author : Alonso, Eduardo
language : en
Publisher: IGI Global
Release Date : 2010-11-30
Computational Neuroscience For Advancing Artificial Intelligence Models Methods And Applications written by Alonso, Eduardo and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-30 with Computers categories.
"This book argues that computational models in behavioral neuroscience must be taken with caution, and advocates for the study of mathematical models of existing theories as complementary to neuro-psychological models and computational models"--