Kumar, Mohan J and Patnaik, LM (1991) Efficient Implementation of Bidirectional Associative Memories on the Extended Hypercube. In: 1991 IEEE International Joint Conference on Neural Networks, 18-21 November, Singapore, Vol.3, 2253-2258.
Bidirectional associative memories (BAMs) are being used extensively for solving a variety of problems related to pattern recognition. The simulation of BAMs comprising of large number of neurons involves intensive computation and communication. In this paper we discuss implementation of bidirectional associative memories on various multiprocessor topologies. Our studies reveal that BAMs can be implemented efficiently on the extended hypercube toplogy since the performance of the extended hypercube is better than that of the binary hypercube topology.
|Item Type:||Conference Paper|
|Additional Information:||Copyright 1990 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.|
|Keywords:||Bidirectional Associative Memories;Hypercube;Extended Hypercube;Simulation;Total Exchange|
|Department/Centre:||Division of Information Sciences > Supercomputer Education & Research Centre
Division of Electrical Sciences > Computer Science & Automation (Formerly, School of Automation)
|Date Deposited:||29 May 2006|
|Last Modified:||19 Sep 2010 04:27|
Actions (login required)