title: Neural network model for unequally distributed neuron states.
abstract: A modified neural network model suitable for patterns with unequally distributed neuron states is proposed. The storage capacity and content addressability are greatly improved by adding a linear modification term to the interconnection weights of the Hopfield model. Computer simulations were performed to demonstrate the robustness of the modified model compared to the original. A gratingmodulated holographic hybrid system was employed for an optical demonstration. Experimental results are shown.
authors: Y H
authors: YH
authors: Zhang
authors: X M
authors: XM
authors: Wang
authors: G G
authors: GG
authors: Mu