An efficient system designing method for endowing the diluted symmetric discrete-time Hopfield networks with retrieval properties is proposed based on the matrix decomposition and connection elimination method. Numerical simulations show that the blurred patterns can correctly retrieved, and about 80% wiring cost can be reduced. This method can be applied in the design of large-scale neural networks, this greatly reduces the cost of neura...
