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 |
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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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