Rich Dynamics in a Small Neural Network
Hai Yan Cao, Qingdu Li · 2007
This paper shows that rich dynamics can take place in a simple three dimensional continuous-time Hopfield neural network with its connection matrix satisfying Dale's rule. In order to get a detailed picture of the complex dynamics, chaos and transient chaos are also studied by virtue of topological horseshoe theory.