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A geometrical representation of McCulloch-Pitts neural model and its applications
1State Key Lab of Intelligent Technology and Systems, Artificial Intelligence Institute, Anhui University, Anhui, China.
IEEE Transactions on Neural Networks
|February 7, 2008
Abstract:
In this paper, a geometrical representation of McCulloch-Pitts neural model is presented. From the representation, a clear visual picture and interpretation of the model can be seen. Two interesting applications based on the interpretation are discussed. They are 1) a new design principle of feedforward neural networks and 2) a new proof of mapping abilities of three-layer feedforward neural networks.
