Neural Networks in Three Dimensions Producing 1/f Spectra
We have studied 1/f spectra in the human EEG (electroencephalogram), which are considered to be the characteristics of the self-organizing phenomena. In tilts paper we obtain 1/f spectra for neural network models: simplified models of the brain. In practice, we employ the coarse-graining method to a neural network model and obtain a 1/f spectrum. Furthermore we carry out computer simulations with neural network models in 3dimensional spaces. Each models has 1/f spectra characteristics that agree with our theory. At the same time, the simulation results have left some future problems.
Y. Kamitani I. Matsuba
Department of Information and Image Sciences Faculty of Engineering, Chiba University 1-33, Yayoi-cho, Inage-ku, Chiba-shi, Chiba, 263-8522 Japan
国际会议
8th International Conference on Neural Information Processing(ICONIP 2001)(第八届国际神经信息处理大会)
上海
英文
665-669
2001-11-14（万方平台首次上网日期，不代表论文的发表时间）