Parallel Implementation of Back-Propagation Neural Network Software on SMP Computers

Abstract. Experiments of neural network training procedure parallelization are conducted. Several styles of parallelization are described and compared, estimations of neural network size and training set size that allow speedup on two-processors SMP machine are obtained.

• Type: Conference
• Year: 2005
• Where: PACT
• Authors: Victor G. Tsaregorodtsev
• Keywords: Distributed And Parallel Computing, Neural Network, Neural Network Size, PACT 2005, Training Procedure Parallelization