From Association To Rules

Connectionist Models Of Behavior And Cognition - Proceedings Of The Tenth Neural Computation And Psychology Workshop

By: Robert M French (Editor), Elizabeth Thomas (Editor)

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Paperback | 14 February 2008

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236 Pages

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22.86 x 15.88 x 1.27

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This book introduces a host of connectionist models of cognition and behavior. The major areas covered are high-level cognition, language, categorization and visual perception, and sensory and attentional processing. All of the articles cover unpublished research work. The key contribution of this book is that it focuses exclusively on the advances in connectionist modeling in psychology. The papers are relatively short, and were explicitly written to be accessible to both connectionist modelers and experimental psychologists.

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You Can Find This Book In

Non-Fiction Science Science in General Biology, Life Sciences Life Sciences in General Neurosciences Psychology Cognition & Cognitive Psychology Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems

Computer Networking & Communications Booktopia Publisher Services World Scientific Publishing

Introduction	p. v
High-Level Cognition
A Connectionist Approach to Modelling the Flexible Control of Routine Activities	p. 3
Associative and Connectionist Accounts of Biased Contingency Detection in Humans	p. 16
On the Origin of False Memories: At Encoding or at Retrieval? - A Contextual Retrieval Analysis	p. 28
Another Reason Why We Should Look After Our Children	p. 41
Language
A Multimodal Model of Early Child Language Acquisition	p. 55
Constraints on Generalisation in a Self-Organising Model of Early Word Learning	p. 66
Self-Organizing Word Representations for Fast Sentence Processing	p. 78
Grain Size Effects in Reading: Insights from Connectionist Models of Impaired Reading	p. 89
Using Distributional Methods to Explore the Systematicity between Form and Meaning in British Sign Language	p. 100
Categorization and Visual Perception
Transient Attentional Enhancement During the Attentional Blink: EEG Correlates of the ST[superscript 2] Model	p. 115
A Dual-Memory model of Categorization in Infancy	p. 127
A Dual-Layer Model of High-Level Perception	p. 139
Sensory and Attentional Processing
Processing Symbolic Sequences Using Echo-State Networks	p. 153
Neural Models of Head-Direction Cells	p. 165
Recurrent Self-Organization of Sensory Signals in the Auditory Domain	p. 178
Reconstruction of Spatial and Chromatic Information from the Cone Mosaic	p. 191
The Connectivity and Performance of Small-World and Modular Associative Memory Models	p. 201
Connectionist Hypothesis About An Ontogenetic Development of Conceptually-Driven Cortical Anisotropy	p. 213
Table of Contents provided by Ingram. All Rights Reserved.

From Association To Rules

Connectionist Models Of Behavior And Cognition - Proceedings Of The Tenth Neural Computation And Psychology Workshop

At a Glance

Paperback

Shipping

How to return your order

Defective items

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