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Connectionist Models of Learning, Development and Evolution: Proceedings of the Sixth Neural Computation and Psychology Workshop, Li?ge, Belgium, 161 [Paperback]

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  • Category: Books (Medical)
  • ISBN-10:  1852333545
  • ISBN-10:  1852333545
  • ISBN-13:  9781852333546
  • ISBN-13:  9781852333546
  • Publisher:  Springer
  • Publisher:  Springer
  • Pages:  322
  • Pages:  322
  • Binding:  Paperback
  • Binding:  Paperback
  • Pub Date:  01-Feb-2001
  • Pub Date:  01-Feb-2001
  • SKU:  1852333545-11-SPRI
  • SKU:  1852333545-11-SPRI
  • Item ID: 105234193
  • List Price: $109.99
  • Seller: ShopSpell
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SECTION I: Neural Basis of Cognition.- 1. Applying Neuroanatomical Distinctions to Connectionist Cognitive Modelling.- 2. Pseudopatterns and Dual-Network Memory Models: Advantages and Shortcomings.- 3. A Learning Algorithm for Synfue Chains.- 4. Towards a Spatio-Temporal Analysis Tool for fMRI Data: An Application to Depth-from-Motion Processing in Humans.- 5. A Simple Model Exhtbiting Scalar Timing.- 6. Modularity and Specialized Learning in the Organization of Behaviour.- 7. Modeling Modulatory Aspects in Association Processes.- 8. Recognition of Novelty Made Easy: Constraints of Channel Capacity on Generative Networks.- 9. A Biologically Plausible Maturation of an ART Network.- SECTION II: Development and Category Learning.- 10. Developing Knowledge about Living Things: A Connectionist Investigation.- 11. Paying Attention to Relevant Dimensions: A Localist Approach.- 12. Coordinating Multiple Sensory Modalities While Learning to Reach.- 13. Modelling Cognitive Development with Constructivist Neural Networks.- 14. Learning Action Affordances and Action Schemas.- 15. A Three-Layer Configural Cue Model ofCategory Learning Rates.- 16. A Revival of Turings Forgotten Connectionist Ideas: Exploring Unorganized Machines.- 17. Visual Crowding and Category-Specific Deficits: A Neural Network Model.- SECTION III: Implicit Learning.- 18.Implicit Learning of Regularities in Western Tonal Music by Self-Organization.- 19. Rules vs. Statistics in Implicit Learning of Biconditional Grammars.- 20. Hidden Markov Model Interpretations of Neural Networks.- SECTION IV: Models of Social Cognition.- 21. A Connectionist Model of Person Perception and Stereotype Formation.- 22. Learning about an Absent Cause: Discounting and Augmentation of Positively and Independently Related Causes.-SECTION V: Evolution.- 23. Exploring the Baldwin Effect in Evolving Adaptable Control Systems.- 24. Borrowing Dynamies from Evolution: Association using Catalytie Network Models.- 25. Evolving Modular Archils[
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