Artificial Neural Networks - ICANN 96 : 6th International Conference, Bochum, Germany, July 16 - 19, 1996. Proceedings. 1st ed. 1996

種類:

電子ブック

責任表示:

edited by Christoph von der Malsburg, Werner von Seelen, Jan C. Vorbrüggen, Bernhard Sendhoff

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1996

著者名:

• Malsburg, Christoph von der.
• Seelen, Werner von.
• Vorbrüggen, Jan C.
• Sendhoff, Bernhard.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Computer Science ; 1112

ISBN:

9783540686842 [3540686843]    

注記:

Application of Artificial Neural Networks in Particle Physics -- Evolutionary computation — History, status, and perspectives -- Temporal structure of cortical activity -- SEE-1 — A vision system for use in real world environments -- Towards integration of nerve cells and silicon devices -- Unifying perspectives on neuronal codes and processing -- Visual recognition based on coding in temporal cortex: Analysis of pattern configuration and generalisation across viewing conditions without mental rotation -- A novel encoding strategy for associative memory -- Autoassociative memory with high storage capacity -- Information efficiency of the associative net at arbitrary coding rates -- Efficient learning in sparsely connected Boltzmann machines -- Incorporating invariances in support vector learning machines -- Estimating the reliability of neural network classifications -- Bayesian inference of noise levels in regression -- Complexity reduction in probabilistic neural networks -- Asymptotic complexity of an RBF
This book constitutes the refereed proceedings of the sixth International Conference on Artificial Neural Networks - ICANN 96, held in Bochum, Germany in July 1996. The 145 papers included were carefully selected from numerous submissions on the basis of at least three reviews; also included are abstracts of the six invited plenary talks. All in all, the set of papers presented reflects the state of the art in the field of ANNs. Among the topics and areas covered are a broad spectrum of theoretical aspects, applications in various fields, sensory processing, cognitive science and AI, implementations, and neurobiology.

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