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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
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 Information Sciences > Supercomputer Education & Research Centre
Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
Date Deposited: 22 Aug 2006
Last Modified: 19 Sep 2010 04:30
URI: http://eprints.iisc.ernet.in/id/eprint/8059

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