Models of neural networks III association, generalization, and representation

Presents a collection of articles by leading researchers in neural networks. This work focuses on data storage and retrieval, and the recognition of handwriting.

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Bibliographic Details
Other Authors: Domany, E. (Eytan) 1947-, Hemmen, J.L. van (Jan Leonard) 1947-, Schulten, K. (Klaus)
Format: Book
Language:English
Published: New York Springer Verlag [1996]
Series:Physics of neural networks
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Table of Contents:
  • Global Analysis of Recurrent Neural Networks / Andreas V. M. Herz
  • Receptive Fields and Maps in the Visual Cortex: Models of Ocular Dominance and Orientation Columns / Kenneth D. Miller
  • Associative Data Storage and Retrieval in Neural Networks / Gunther Palm, Friedrich T. Sommer
  • Inferences Modeled with Neural Networks / H.-O. Carmesin
  • Statistical Mechanics of Generalization / Manfred Opper, Wolfgang Kinzel
  • Bayesian Methods for Backpropagation Networks / David J. C. MacKay
  • Penacee: A Neural Net System for Recognizing On-Line Handwriting / I. Guyon, J. Bromley, N. Matic, M. Schenkel, H. Weissman
  • Topology Representing Network in Robotics / Kakali Sarkar, Klaus Schulten