Abstract: Based on NeuroC,that is a neuro computing oriented parallel computer,a parallel computer performance analysis model is discussed.According to the real neural computing algorithm and parameters,the performance of NeuroC is analyzed and some conclusions are given.Finally,the computing results of NeuroC in neural network applications are listed.