Performance evaluation of bidirectional associative memory on a transputer-based parallel system

Mahadevan, Indu and Patnaik, LM (1992) Performance evaluation of bidirectional associative memory on a transputer-based parallel system. In: Parallel Computing, 18 (4). pp. 401-413.

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Abstract

Mahadevan, I. and L.M. Patnaik, Performance evaluation of bidirectional associative memory on a transputer-based parallel system, Parallel Computing 18 (1992) 401-413. In this paper we discdss a parallel implementation of an artificial neural network for pattern association, the Bidirectional Associative Memory (BAM). The parallelism inherent in BAM has been exploited using various transputer-based architectures like hypercube, mesh and linear array. The speedup and utilization of the system are obtained for the architectures mentioned above and a comparative study is made. Simulation results show that the hypercube topology gives a better performance in terms of speedup and utilization when compared to other architectures.

Item Type:	Journal Article
Publication:	Parallel Computing
Publisher:	Elsevier
Additional Information:	Copyright of this article belongs to Elsevier.
Keywords:	Bidirectional Associative Memory;Transputers;Hypercube;Mesh;Linear array;Pattern recognition;Neural networks
Department/Centre:	Division of Interdisciplinary Sciences > Supercomputer Education & Research Centre Division of Electrical Sciences > Computer Science & Automation
Date Deposited:	22 Aug 2006
Last Modified:	19 Sep 2010 04:30
URI:	http://eprints.iisc.ac.in/id/eprint/8059

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