关键词: 脉冲神经网络 语音识别 H&mdash, H方程 圆映射

Abstract:

In this paper, a method of speech recognition based on Spiking Neural Networks（SNNs） is presented. Based on the H-H spiking neural model, this method can transform a sequence of spikes to a symbolic sequence with the circle map spiking coding. Meanwhile we use the distance function of the symbolic s equence as the similarity function of speech recognition, consider the merits of SNN＇s strong computing capability and real-timeness, and perform an in nitial study of the speech recognition problem. The experiment shows that this method is feasible and deserves an in-depth research.

Key words: spiking neural networks, speech recognition, H-H equation, circle map