Chaotic Behavior of a Pseudoinverse Layered Neural Network
Wu-Qun Huang, Chen Tian-Lun · Communications in Theoretical Physics · 1996
Evolution of configurations in a pseudoinverse layered neural network is studied, and exact expressions for the evolution of the distance between two configurations are obtained in the thermodynamic limit. Exact results are presented and comparisons to computer simulations are made. Our results show that the distance between two arbitrarily close configurations may increase, implying chaotic behavior.