title: A geometrical representation of McCulloch-Pitts neural model and its applications.
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.
authors.affiliation: State Key Lab of Intelligent Technology and Systems, Artificial Intelligence Institute, Anhui University, Anhui, China.
authors.forename: L
authors.initials: L
authors.lastname: Zhang
authors.forename: B
authors.initials: B
authors.lastname: Zhang