Summary: Neural Network chips are usually classified into dedicated and general purpose chips. We introduce a survey of some of the recent general purpose and dedicated neurochips. Classification utilized here is based on the speed, learning type, number of neurons, precision, architecture type and lastly, their commercial availability. Sources for this paper are from recent journal publications, conference proceedings and commercial sites.