ON THE DESIGN OF FEEDFORWARD NEURAL NETWORKS FOR BINARY MAPPING - COMMENTS

[摘要] In the paper [1], the authors present a new design technique that builds a feedforward net for an arbitrary set of binary associations. The design method is a decomposition-based design technique and claim that the average number of intermediate operation is around 1/2nk for A and B of the same dimension (k x n). We will propose an alternative method, based on the augmented operation and the perceptron mapping, to reduce the number of layers to two.

[发布日期] 1995-09-01

[关键词] BINARY MAPPINGS;DECOMPOSITION-BASED DESIGN;PERCEPTRON NEURAL NETWORKS