عنوان

Introduction to neural and cognitive modeling /

شابک

0429448805

شابک

0429828780

شابک

0429828799

شابک

0429828802

شابک

9780429448805

شابک

9780429828782

شابک

9780429828799

شابک

9780429828805

شابک اشتباه

1848726481

شابک اشتباه

9781848726475

شابک اشتباه

9781848726482

عنوان اصلي

Introduction to neural and cognitive modeling /

نام عام مواد

[Book]

نام نخستين پديدآور

Daniel S. Levine.

وضعيت ويراست

Third edition.

محل نشرو پخش و غیره

London :

نام ناشر، پخش کننده و غيره

Routledge,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations (black and white)

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Contents -- Part I: Foundations of Neural Network Theory -- Chapter 1: Neural Networks for Modeling Behavior -- Chapter 2: Historical Outline -- Chapter 3: Associative Learning and Synaptic Plasticity -- Chapter 4: Competition, Lateral Inhibition, and Short-Term Memory -- Part II: Computational Cognitive Neuroscience -- Chapter 5: Progress in Cognitive Neuroscience -- Chapter 6: Models of Conditioning and Reinforcement Learning -- Chapter 7: Models of Coding, Categorization, and Unsupervised Learning -- Chapter 8: Models of Supervised Pattern and Category Learning -- Chapter 9: Models of Complex Mental Functions -- Appendices -- Appendix 1: Mathematical Techniques for Neural Networks -- Appendix 2: Basic Facts of Neurobiology -- References.

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Ingram Content Group

شماره انبار

9780429828799

شماره استاندارد بين المللي کتاب و موسيقي

9781848726475

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Neural networks (Neurobiology)

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Neural networks (Neurobiology)

موضوع مستند نشده

PSYCHOLOGY-- Cognitive Psychology.

موضوع مستند نشده

JMR

موضوع مستند نشده

PSY-- 008000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Levine, Daniel S.

تاريخ عمليات

20200823061618.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y