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This book introduces a host of connectionist models of cognition and behaviour. 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 All of the articles cover unpublished research work.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 modelling in psychology. The papers are relatively short, and were explicitly written to be accessible to both connectionist modellers and experimental psychologists.
| ISBN | 9812797319 | | Volumes | 1 | | ISBN13 | 9789812797315
(What's this?) | | Weight (grammes) | 363 | | Publisher | World Scientific Publishing Co Pte Ltd | | Published in | Singapore | | Imprint | World Scientific Publishing Co Pte Ltd | | Series ISSN | 17 | | Format | Paperback | | Series title | Progress in Neural Processing | | Publication date | 22 Feb 2008 | | Height (mm) | 226 | | Library of Congress | 2008299314 | | Width (mm) | 150 | | DEWEY | 006.3 | | Spine width (mm) | 15 | | DEWEY edition | DC22 | | Academic level | Postgraduate | | Pages | 250 | |
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| Sect. I | | High-Level Cognition | | | | | | A Connectionist Approach to Modelling the Flexible Control of Routine Activities by Nicolas Ruh and Richard P. Cooper and Denis Mareschal | | 3 | | | | Associative and Connectionist Accounts of Biased Contingency Detection in Humans by Serban C. Musca and Miguel A. Vadillo and Fernando Blanco and Helena Matute | | 16 | | | | On the Origin of False Memories: At Encoding or at Retrieval? - A Contextual Retrieval Analysis by Eddy J. Davelaar | | 28 | | | | Another Reason Why We Should Look After Our Children by John A. Bullinaria | | 41 | | Sect. II | | Language | | | | | | A Multimodal Model of Early Child Language Acquisition by Abel Nyamapfene | | 55 | | | | Constraints on Generalisation in a Self-Organising Model of Early Word Learning by Julien Mayor and Kim Plunkett | | 66 | | | | Self-Organizing Word Representations for Fast Sentence Processing by Stefan L. Frank | | 78 | | | | Grain Size Effects in Reading: Insights from Connectionist Models of Impaired Reading by Giovanni Pagliuca and Padraic Monaghan | | 89 | | | | Using Distributional Methods to Explore the Systematicity between Form and Meaning in British Sign Language by Joseph P. Levy and Neil Thompson | | 100 | | Sect. III | | Categorization and Visual Perception | | | | | | Transient Attentional Enhancement During the Attentional Blink: EEG Correlates of the ST[superscript 2] Model by Srivas Chennu and Patrick Craston and Brad Wyble and Howard Bowman | | 115 | | | | A Dual-Memory model of Categorization in Infancy by Gert Westermann and Denis Mareschal | | 127 | | | | A Dual-Layer Model of High-Level Perception by J. W. Han and Peter C. R. Lane and Neil Davey and Yi Sun | | 139 | | Sect. IV | | Sensory and Attentional Processing | | | | | | Processing Symbolic Sequences Using Echo-State Networks by Michal Cernansky and Peter Tino | | 153 | | | | Neural Models of Head-Direction Cells by Peter Zeidman and John A. Bullinaria | | 165 | | | | Recurrent Self-Organization of Sensory Signals in the Auditory Domain by Charles Delbe | | 178 | | | More... | | |
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