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Parallel implementation of neocognitron on star topology: Theoretical and experimental evaluation

Patnaik, LM and Rao, RN (2001) Parallel implementation of neocognitron on star topology: Theoretical and experimental evaluation. In: Neurocomputing, 41 (1-4). pp. 109-124.

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Abstract

This paper presents the parallel implementation of the neocognitron neural network paradigm on star topology, A detailed theoretical timing analysis has been presented along with a comparison between the experimental and theoretical results. These studies demonstrate that a linear speedup can be achieved by mapping the neocognitron onto a star topology.

Item Type: Journal Article
Additional Information: Copyright of this article belongs to Elsevier Science.
Keywords: Artificial neural networks;neocognitron;parallel architectures;parallel virtual machine (PVM);pattern recognition
Department/Centre: Others
Date Deposited: 04 Feb 2010 09:59
Last Modified: 19 Sep 2010 04:55
URI: http://eprints.iisc.ernet.in/id/eprint/17213

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