A new method of deep synergetic neural network for face recognition.

In this paper, we propose a new method, i.e. deep synergetic neural network_one (DSNN_1) for face recognition. DSSN_1 is built by a top-down manner, and it can eliminate theof pseudo-states with the traditional neural network. The experiments are performed to verify the performance of DSSN_1 on two famous face databases, i.e. AR and ORL. The experimental results indicate that the proposed DSNN_1 outperforms the SNN and convolutional neural network(CNN).