Lecture 10 PDF
Liapunov functions, Cohen–Grossberg theorem
Liapunov functions and the La Salle invariance principle
The Cohen–Grossberg theorem
The Cohen–Grossberg theorem
- Cohen, Michael A., and Grossberg, Stephen (1983) Absolute stability of global pattern formation and parallel memory storage by competitive neural networks. IEEE Transactions on Systems, Man, and Cybernetics, SMC–13, 815–826. CC
- Grossberg, Stephen (1988) Nonlinear neural networks: Principles, mechanisms, and architectures. Neural Networks, 1, 17–61.
- Section 9 – Content–addressable memory storage: a general STM model and Liapunov method, pp. 24 – 30. CC
Additional resource
- Brauer, Fred, & Nohel, John (1969) The qualitative theory of differential equations. W.A. Benjamin.