Two Pattern Learning Algorithms Using Dynamical Systems
Ying Liu · 2005
In this paper, we first introduce three classifications of dynamical systems, based on attractor topology, space complexity of parameter space and information capacity. Then, a learning model using class 2 dynamical systems, based on attractor classification, and a learning model using class 3 dynamical systems. Thirdly, we propose several extensions of the theory using class 2 dynamical systems. Finally, we compare these two approaches.