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Connectionist models of learning, development and evolution : proceedings of the Sixth Neural Computation and Psychology Workshop, Liège, Belgium, 16-18 September 2000

Author: Robert M French; Jacques P Sougné
Publisher: New York : Springer, ©2001.
Series: Perspectives in neural computing.
Edition/Format:   Print book : Conference publication : EnglishView all editions and formats
Summary:

Presents neural network modelling in the areas of evolution, learning, and development. This book, organized in six sections, covers the neural basis of cognition; development and category learning;  Read more...

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Conference publication
Document Type: Book
All Authors / Contributors: Robert M French; Jacques P Sougné
ISBN: 1852333545 9781852333546
OCLC Number: 45620928
Description: xvi, 322 pages : illustrations ; 24 cm.
Contents: 1. Applying Neuroanatomical Distinctions to Connectionist Cognitive Modelling / Padraic Monaghan and Richard Shillcock --
2. Pseudopatterns and Dual-Network Memory Models: Advantages and Shortcomings / Robert M. French, Bernard Ans and Stephane Rousset --
3. A Learning Algorithm for Synfire Chains / Jacques Sougne --
4. Towards a Spatio-Temporal Analysis Tool for fMRI Data: An Application to Depth-from-Motion Processing in Humans / P. A. De Maziere and M. M. Van Hulle --
5. A Simple Model Exhibiting Scalar Timing / J. L. Shapiro, John Wearden and Rossano Barone --
6. Modularity and Specialized Learning in the Organization of Behaviour / Joanna Bryson and Lynn Andrea Stein --
7. Modeling Modulatory Aspects in Association Processes / Jairo Diniz-Filho and Teresa Bernarda Ludermir --
8. Recognition of Novelty Made Easy: Constraints of Channel Capacity on Generative Networks / A. Lorincz, B. Szatmary and G. Szirtes / [et al.] --
9. A Biologically Plausible Maturation of an ART Network / Maartje E. J. Raijmakers and Peter C. M. Molenaar --
10. Developing Knowledge about Living Things: A Connectionist Investigation / Samantha J. Hartley --
11. Paying Attention to Relevant Dimensions: A Localist Approach / Mike Page --
12. Coordinating Multiple Sensory Modalities While Learning to Reach / Matthew Schlesinger and Domenico Parisi --
13. Modelling Cognitive Development with Constructivist Neural Networks / Gert Westermann --
14. Learning Action Affordances and Action Schemas / Richard Cooper and David Glasspool --
15. A Three-Layer Configural Cue Model of Category Learning Rates / Paul Bartos and Martin Le Voi --
16. A Revival of Turing's Forgotten Connectionist Ideas: Exploring Unorganized Machines / Christof Teuscher and Eduardo Sanchez --
17. Visual Crowding and Category-Specific Deficits: A Neural Network Model / John Done, Tim M. Gale and Ray J. Frank --
18. Implicit Learning of Regularities in Western Tonal Music by Self-Organization / Barbara Tillmann, Jamshed J. Bahrucha and Emmanuel Bigand --
19. Rules vs. Statistics in Implicit Learning of Biconditional Grammars / Bert Timmermans and Axel Cleeremans --
20. Hidden Markov Model Interpretations of Neural Networks / Ingmar Visser, Maartje E. J. Raijmakers and Peter C. M. Molenaar --
21. A Connectionist Model of Person Perception and Stereotype Formation / Christoph L. Labiouse and Robert M. French --
22. Learning about an Absent Cause: Discounting and Augmentation of Positively and Independently Related Causes / Frank Van Overwalle and Bert Timmermans --
23. Exploring the Baldwin Effect in Evolving Adaptable Control Systems / John A. Bullinaria --
24. Borrowing Dynamics from Evolution: Association using Catalytic Network Models / Harald Huning --
25. Evolving Modular Architectures for Neural Networks / Andrea Di Ferdinando, Raffaele Calabretta and Domenico Parisi --
26. Evolution, Development and Learning --
A Nested Hierarchy? / T. E. Dickins and J. P. Levy --
27. Learning Lexical Properties from Word Usage Patterns: Which Context Words Should be Used? / Joseph P. Levy and John A. Bullinaria --
28. Associative Computation and Associative Prediction / Andrzej Wichert --
29. The Development of Small-World Semantic Networks / Eric Postma, Alard Roebroeck and Joyca Lacroix --
30. What is the Dimensionality of Human Semantic Space? / Will Lowe.
Series Title: Perspectives in neural computing.
Responsibility: Robert M. French, Jacques P. Sougné, (eds.).

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