Connectionist Models of Memory and Language (PLE: Memory): 1st Edition (Hardback) book cover

Connectionist Models of Memory and Language (PLE: Memory)

1st Edition

Edited by Joseph P. Levy, Dimitrios Bairaktaris, John A. Bullinaria, Paul Cairns

Psychology Press

336 pages

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Description

Connectionist modelling and neural network applications had become a major sub-field of cognitive science by the mid-1990s. In this ground-breaking book, originally published in 1995, leading connectionists shed light on current approaches to memory and language modelling at the time.

The book is divided into four sections: Memory; Reading; Computation and statistics; Speech and audition. Each section is introduced and set in context by the editors, allowing a wide range of language and memory issues to be addressed in one volume.

This authoritative advanced level book will still be of interest for all engaged in connectionist research and the related areas of cognitive science concerned with language and memory.

Table of Contents

Preface. Acknowledgements. Contributors. Section 1: Memory 1. David W. Glasspool Competitive Queuing and the Articulatory Loop 2. Dimitrios Bairaktaris Temporal Chunking and Synchronization Using a Modular Recurrent Network Architecture 3. Gordon D. A. Brown, Tim Preece, Charles Hulme Learning to Learn in a Connectionist Network: The Development of Associative Learning 4. Noel E. Sharkey and Amanda J.C. Sharkey Interference and Discrimination in Neural Net Memory 5. Jacob M.J. Murre Transferof Learning in Back-propagation and in Related Neural Network Models 6. Joseph P. Levy and Dimitrios Bairaktaris Interactions Between Short- and Long-term Weights: Applications for Cognitive Modelling Section 2: Reading 7. Robert I. Damper Self-learning and Connectionist Approaches to Text–Phoneme Conversion 8. David C. Plaut, James L. McClelland Mark S. Seidenberg Reading Exception Words and Pseudowords: Are Two Routes Really Necessary? 9. John A. Bullinaria Neural Network Models of Reading: Solving the Alignment Problem without Wickelfeatures Section 3: Computation and Statistics 10. Robert W. Kentridge Cortical Neurocomputation, Language and Cognition 11. Nick Chater Neural Networks: The New Statistical Models of Mind 12. Steve Finch, Nick Chater, Martin Redington Acquiring Syntactic Information from Distributional Statistics Section 4: Speech and Audition 13. Leslie S. Smith Onset/Offset Filters for the Segmentation of Sound 14. Mukhlis Abu-Bakar and Nick Chater Time-warping Tasks and Recurrent Neural Networks 15. Paul Cairns, Richard Shillcock, Nick Chater, Joseph P. Levy Bottom-up Connectionist Modelling of Speech 16. Trevor A. Harley and Siobhan B.G. MacAndrew. Index.

About the Series

Psychology Library Editions: Memory

Memory is one of the core areas of academic research in cognitive psychology. Psychology Library Editions: Memory brings together a series of previously out-of-print titles, available as a 27-volume set or as individual volumes. The authors come from diverse backgrounds and many of them are now leading experts in their fields. The majority of titles were originally published in the 1970s and 1980s and reflect early research in a number of key areas. The volumes cover topics such as memory development in children; memory and aging; memory and thinking; memory and language; working memory; and memory disorders, to name but a few. This is a great opportunity to obtain a valuable resource tracing the development of a major field of psychology.

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Subject Categories

BISAC Subject Codes/Headings:
PSY008000
PSYCHOLOGY / Cognitive Psychology