Dynamical Cognitive Science

Dynamical Cognitive Science
Title Dynamical Cognitive Science PDF eBook
Author Lawrence M. Ward
Publisher MIT Press
Pages 386
Release 2002
Genre Psychology
ISBN 9780262232173

Download Dynamical Cognitive Science Book in PDF, Epub and Kindle

An introduction to the application of dynamical systems science to the cognitive sciences. Dynamical Cognitive Science makes available to the cognitive science community the analytical tools and techniques of dynamical systems science, adding the variables of change and time to the study of human cognition. The unifying theme is that human behavior is an "unfolding in time" whose study should be augmented by the application of time-sensitive tools from disciplines such as physics, mathematics, and economics, where change over time is of central importance. The book provides a fast-paced, comprehensive introduction to the application of dynamical systems science to the cognitive sciences. Topics include linear and nonlinear time series analysis, chaos theory, complexity theory, relaxation oscillators, and metatheoretical issues of modeling and theory building. Tools and techniques are discussed in the context of their application to basic cognitive science problems, including perception, memory, psychophysics, judgment and decision making, and consciousness. The final chapter summarizes the contemporary study of consciousness and suggests how dynamical approaches to cognitive science can help to advance our understanding of this central concept.

The Dynamical Systems Approach to Cognition

The Dynamical Systems Approach to Cognition
Title The Dynamical Systems Approach to Cognition PDF eBook
Author Wolfgang Tschacher
Publisher World Scientific
Pages 345
Release 2003
Genre Science
ISBN 981256439X

Download The Dynamical Systems Approach to Cognition Book in PDF, Epub and Kindle

The shared platform of the articles collected in this volume is usedto advocate a dynamical systems approach to cognition. It is arguedthat recent developments in cognitive science towards an account ofembodiment, together with the general approach of complexity theoryand dynamics, have a major impact on behavioral and cognitivescience.

Dynamical Models In Neurocognitive Psychology

Dynamical Models In Neurocognitive Psychology
Title Dynamical Models In Neurocognitive Psychology PDF eBook
Author Ralf Engbert
Publisher Springer Nature
Pages 158
Release 2021-03-02
Genre Psychology
ISBN 3030672999

Download Dynamical Models In Neurocognitive Psychology Book in PDF, Epub and Kindle

The development of cognitive models is a key step in the challenging research program to advance our understanding of human cognition and behavior. Dynamical models represent a general and flexible approach to cognitive modeling. This introduction focuses on applications of stochastic processes and dynamical systems to model cognition. The dynamical approach is particularly useful to emphasize the strong link between experimental research (and its paradigms), data analysis, and mathematical models including their computer implementation for numerical simulation. Most of specific examples are from the domain of eye movement research, with concepts being applicable to a broad range of problems in cognitive modeling. The textbook aims at the graduate and/or advanced undergraduate level for students in Cognitive Science and related disciplines such as Psychology and Computer Science. Joint introduction of the theory of cognitive processes and mathematical models, their underlying mathematical concepts, numerical simulation, and analysis; The focus on eye movements provide a theoretically coherent, but very general application area; Computer code in R Programming Language for Statistical Computing is available for all examples, figures, and solutions to exercises.

Mind as Motion

Mind as Motion
Title Mind as Motion PDF eBook
Author Robert F. Port
Publisher MIT Press
Pages 620
Release 1995
Genre Computers
ISBN 9780262161503

Download Mind as Motion Book in PDF, Epub and Kindle

The first comprehensive presentation of the dynamical approach to cognition. It contains a representative sampling of original, current research on topics such as perception, motor control, speech and language, decision making, and development.

Computation, Dynamics, and Cognition

Computation, Dynamics, and Cognition
Title Computation, Dynamics, and Cognition PDF eBook
Author Marco Giunti
Publisher Oxford University Press, USA
Pages 192
Release 1997-07-24
Genre Computers
ISBN 0195090098

Download Computation, Dynamics, and Cognition Book in PDF, Epub and Kindle

Advancing the dynamical approach as the methodological frame best equipped to guide inquiry in the field's two main research programs - the symbolic and connectionist approaches - Marco Giunti engages a host of questions crucial not only to the science of cognition, but also to computation theory, dynamical systems theory, philosophy of mind, and philosophy of science.

Radical Embodied Cognitive Science

Radical Embodied Cognitive Science
Title Radical Embodied Cognitive Science PDF eBook
Author Anthony Chemero
Publisher MIT Press
Pages 269
Release 2011-08-19
Genre Philosophy
ISBN 0262516470

Download Radical Embodied Cognitive Science Book in PDF, Epub and Kindle

A proposal for a new way to do cognitive science argues that cognition should be described in terms of agent-environment dynamics rather than computation and representation. While philosophers of mind have been arguing over the status of mental representations in cognitive science, cognitive scientists have been quietly engaged in studying perception, action, and cognition without explaining them in terms of mental representation. In this book, Anthony Chemero describes this nonrepresentational approach (which he terms radical embodied cognitive science), puts it in historical and conceptual context, and applies it to traditional problems in the philosophy of mind. Radical embodied cognitive science is a direct descendant of the American naturalist psychology of William James and John Dewey, and follows them in viewing perception and cognition to be understandable only in terms of action in the environment. Chemero argues that cognition should be described in terms of agent-environment dynamics rather than in terms of computation and representation. After outlining this orientation to cognition, Chemero proposes a methodology: dynamical systems theory, which would explain things dynamically and without reference to representation. He also advances a background theory: Gibsonian ecological psychology, “shored up” and clarified. Chemero then looks at some traditional philosophical problems (reductionism, epistemological skepticism, metaphysical realism, consciousness) through the lens of radical embodied cognitive science and concludes that the comparative ease with which it resolves these problems, combined with its empirical promise, makes this approach to cognitive science a rewarding one. “Jerry Fodor is my favorite philosopher,” Chemero writes in his preface, adding, “I think that Jerry Fodor is wrong about nearly everything.” With this book, Chemero explains nonrepresentational, dynamical, ecological cognitive science as clearly and as rigorously as Jerry Fodor explained computational cognitive science in his classic work The Language of Thought.

Dynamic Thinking

Dynamic Thinking
Title Dynamic Thinking PDF eBook
Author Gregor Schöner
Publisher Oxford University Press
Pages 421
Release 2016
Genre Psychology
ISBN 0199300569

Download Dynamic Thinking Book in PDF, Epub and Kindle

"This book describes a new theoretical approach--Dynamic Field Theory (DFT)--that explains how people think and act"--