| Title |
Control of Nonlinear System by Multiplication and Combining Layer on Dynamic Neural Networks |
| Authors |
박성욱(Park, Seong-Wook) ; 이재관(Lee, Jae-Kwan) ; 서보혁(Seo, Bo-Hyeok) |
| Keywords |
Evaluation structure ; Multiplication and combining ; Learning algorithm |
| Abstract |
We propose an algorithm for obtaining the optimal node number of hidden units in dynamic neural networks. The dynamic nerual networks comprise of dynamic neural units and neural processor consisting of two dynamic neural units; one functioning as an excitatory neuron and the other as an inhibitory neuron. Starting out with basic network structure to solve the problem of control, we find optimal neural structure by multiplication and combining dynamic neural unit. Numerical examples are presented for nonlinear systems. Those case studies showed that the proposed is useful is practical sense. |