Computational Explorations in Cognitive Neuroscience - Info and Reading Options
understanding the mind by simulating the brain
By Randall C. O'Reilly
"Computational Explorations in Cognitive Neuroscience" was published by MIT Press in 2000 - Cambridge, Mass, the book is classified in bibliography genre, it has 512 pages and the language of the book is English.
“Computational Explorations in Cognitive Neuroscience” Metadata:
- Title: ➤ Computational Explorations in Cognitive Neuroscience
- Author: Randall C. O'Reilly
- Language: English
- Number of Pages: 512
- Publisher: MIT Press
- Publish Date: 2000
- Publish Location: Cambridge, Mass
- Genres: bibliography
- Dewey Decimal Classification: 612.8/01/13
- Library of Congress Classification: QP360.5.O74 2000QP360.5 .O74 2000
“Computational Explorations in Cognitive Neuroscience” Subjects and Themes:
- Subjects: ➤ Kognitiver Prozess - Reseau neuronal (Biologie) - Cognitive neuroscience - Cognition - Neurale netwerken - Computersimulation - Cerveau - Neural networks (Neurobiology) - Neurologie - Neurosciences cognitives - Neuronales Netz - Simulation par ordinateur - Processus cognitif - Computer Neural Networks - Neurological Models - Cognitiewetenschap - Neuroscience informatique - Kognitionswissenschaft - Brain - Computer simulation - Simulatiemodellen - Hirnfunktion - Reseaux neuronaux (Neurobiologie) - Physiology - Neuroscience cognitive - Neurosciences - Cognition, data processing - Neural Networks, Computer - physiology - Models, Neurological
Edition Specifications:
- Number of Pages: xxvii, 504 p. : ill. ; 23 cm.
Edition Identifiers:
- The Open Library ID: OL22559281M - OL19270121W
- Online Computer Library Center (OCLC) ID: 43083232
- Library of Congress Control Number (LCCN): 99086066 - ^^^99086066^
- ISBN-13: 9780262650540 - 9780262280907 - 9780262150521
- ISBN-10: 0262650541
- All ISBNs: 0262650541 - 0262150522 - 9780262650540 - 9780262280907 - 9780262150521
AI-generated Review of “Computational Explorations in Cognitive Neuroscience”:
"Computational Explorations in Cognitive Neuroscience" Table Of Contents:
- 1- Foreword
- 2- Preface
- 3- Acknowledgments
- 4- 1. Introduction and Overview
- 5- I. Basic Neural Computational Mechanisms
- 6- 2. Individual Neurons
- 7- 3. Networks of Neurons
- 8- 4. Hebbian Model Learning
- 9- 5. Error
- 10- river Task Learning
- 11- 6. Combined Model and Task Learning, and Other Mechanisms
- 12- II. Large
- 13- cale Brain Area Organization and Cognitive Phenomena
- 14- 7. Large
- 15- cale Brain Area Functional Organization
- 16- 8. Perception and Attention
- 17- 9. Memory
- 18- 10. Language
- 19- 11. Higher
- 20- evel Cognition
- 21- 12. Conclusions
- 22- III. Simulator Details
- 23- A. Introduction to the PDP++ Simulation Environment
- 24- B. Tutorial for Constructing Simulations in PDP++
- 25- C. Leabra Implementation Reference
- 26- References
- 27- Author Index
- 28- Subject Index.
"Computational Explorations in Cognitive Neuroscience" Description:
Harvard Library:
This text introduces the reader to the main ideas in the field of computational cognitive neuroscience. The aim of the discipline is to understand how the brain embodies the mind by using biologically based computational models which simulate neuronal networks.
Open Data:
The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills needed to simulate large-scale cognitive phenomena. The text consists of two parts. The first part covers basic neural computation mechanisms: individual neurons, neural networks, and learning mechanisms. The second part covers large-scale brain area organization and cognitive phenomena: perception and attention, memory, language, and higher-level cognition. The second part is relatively self-contained and can be used separately for mechanistically oriented cognitive neuroscience courses. Integrated throughout the text are more than forty different simulation models, many of them full-scale research-grade models, with friendly interfaces and accompanying exercises. The simulation software (PDP++, available for all major platforms) and simulations can be downloaded free of charge from the Web. Exercise solutions are available, and the text includes full information on the software
Read “Computational Explorations in Cognitive Neuroscience”:
Read “Computational Explorations in Cognitive Neuroscience” by choosing from the options below.
Search for “Computational Explorations in Cognitive Neuroscience” downloads:
Visit our Downloads Search page to see if downloads are available.
Borrow "Computational Explorations in Cognitive Neuroscience" Online:
Check on the availability of online borrowing. Please note that online borrowing has copyright-based limitations and that the quality of ebooks may vary.
- Is Online Borrowing Available: Yes
- Preview Status: restricted
- Check if available: The Open Library & The Internet Archive
Find “Computational Explorations in Cognitive Neuroscience” in Libraries Near You:
Read or borrow “Computational Explorations in Cognitive Neuroscience” from your local library.
- The WorldCat Libraries Catalog: Find a copy of “Computational Explorations in Cognitive Neuroscience” at a library near you.
- Harvard University Library: Location: Cabot Science Library, Harvard University - Francis A. Countway Library of Medicine - Shelf Numbers: QP360.5 .O74 2000 - QP 360.5 O74 2000
Buy “Computational Explorations in Cognitive Neuroscience” online:
Shop for “Computational Explorations in Cognitive Neuroscience” on popular online marketplaces.
- Ebay: New and used books.