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In this paper we investigate parallel implementation of feedforward neural networks on a transputer array when the networks are trained by the backpropagation algorithm. Two methods of transputer implementations are considered: namely, the processor farming method and the pipelining method. The performance of the parallel implementations are compared with a serial implementation on a 486 machine using...
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