Implementing Neural Network Models on Parallel Computers

Abstract

The remarkable processing capabilities of the nervous system must derive from the large numbers of neurons participating (roughly 1010), since the time-scales involved are of the order of a millisecond, rather than the nanoseconds of modern computers. The neural network models which attempt to capture this behaviour are inherently parallel.