Overview

The interface between neural computing and psychology is a particularly fruitful area of research. The development of neural computation has supplied researchers in cognitive neuroscience with tools which enable them to implement theories which would otherwise remain ""black box"" techniques. It has allowed computer scientists to implement systems based on how real brains appear to function, thus providing effective pattern recognition systems. Together they provide a vital two-pronged approach to perception. Containing the proceedings of the 3rd Neural Computation and Psychology Workshop, this volume provides a view of the neural computation perspective on cognition, with particular emphasis on cognition, low-level perception, audition and vision, and sequence learning.

Full Product Details

Author:   Leslie S. Smith ,  Peter J.B. Hancock
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Edition. ed.
Dimensions:   Width: 15.50cm , Height: 1.30cm , Length: 23.50cm
Weight:   0.375kg
ISBN:  

9783540199489

ISBN 10:   3540199489
Pages:   229
Publication Date:   25 April 1995
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
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Table of Contents

Cognition.- Symbolic and Subsymbolic Approaches to Cognition.- Mapping Across Domains Without Feedback: A Neural Network Model of Transfer of Implicit Knowledge.- Modelling Reaction Times.- Chunking: An Interpretation Bottleneck.- Learning, Relearning and Recall for Two Strengths of Learning in Neural Networks `Aged' by Simulated Dendritic Attrition.- Perception.- Learning Invariances via Spatio-Temporal Constraints.- Topographic Map Formation as Statistical Inference.- Edge Enhancement and Exploratory Projection Pursuit.- The Perceptual Magnet Effect: A Model Based on Self-Organizing Feature Maps.- How Local Cortical Processors that Maximize Coherent Variation Could Lay Foundations for Representation Proper.- Audition and Vision.- Using Complementary Streams in a Computer Model of the Abstraction of Diatonic Pitch.- Data-Driven Sound Interpretation: Its Application to Voiced Sounds.- Computer Simulation of Gestalt Auditory Grouping by Frequency Proximity.- Mechanisms of Visual Search: An Implementation of Guided Search.- Categorical Perception as an Acquired Phenomenon: What are the Implications?.- Sequence Learning.- A Computational Account of Phonologically Mediated Free Recall.- Interactions Between Knowledge Sources in a Dual-Route Connectionist Model of Spelling.- Author Index.

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