| The Neural Network Model of Sinusoid Activation Transfer Function |
| |
| 作者姓名： | 刘禹 王庆林 |
| |
| 作者单位： | School of Information Science and Technology Beijing Institute of Technology，Beijing 100081，China，School of Information Science and Technology Beijing Institute of Technology，Beijing 100081，China |
| |
| 摘 要： | A new type of neural network is described, which is basing on Fourier series, and the activation transfer function in its neuron model is sinusoid, ft can approximate to any function, which is continuum in every segment, with any precision with by layers only. We also provide the computer approach emulation results of different kinds of static function.
|
The Neural Network Model of Sinusoid Activation Transfer Function |
| |
| LIU Yu WANG Qing-lin.The Neural Network Model of Sinusoid Activation Transfer Function[J].Journal of Beijing Institute of Technology,2004(Z1). |
| |
| Authors: | LIU Yu WANG Qing-lin |
| |
| Abstract: | A new type of neural network is described, which is basing on Fourier series, and the activation transfer function in its neuron model is sinusoid, ft can approximate to any function, which is continuum in every segment, with any precision with by layers only. We also provide the computer approach emulation results of different kinds of static function. |
| |
| Keywords: | sinusoid Fourier series neural network function approximation |
| 本文献已被 CNKI 等数据库收录！ |
