Presentation Information

[N-1-25]On Stability of Periodic Orbits in a Simple Majority Binary Neural Network

◎Takato Kuromatsu1, Ryota Toyama1, Moeka Yokose1, Toshimichi Saito1 (1. Hosei Univ.)

Keywords:

Neural Networks,Periodic Orbit,Stability

This paper investigates the stability of periodic orbits exhibited by majority binary neural networks. In particular, we extend the 3-input connections (for which 1-bit error correction is possible) to 5-input connections, and examine the resulting changes in global stability and error-correcting capability.