In this paper, a simple method to investigate the dynamics of continuous-time neural networks based on the force(kinetic vector) derived from the equation of motion for neural networks instead of the energy function of the system has been described. The number of equilibrium points and limit cycles of one-dimensional neural networks with the asymmetric cyclic connection matrix has been investigated experimently by this method. Some types of equilibrium points and limit cycles have been theoretically analyzed. The relations between the properties of limit cycles and the number of connections also have been discussed.
|ジャーナル||IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences|
|出版ステータス||Published - 1996 6月 1|
|イベント||Proceedings of the 1995 Joint Technical Conference on Circuits/Systems, Computers and Communications (JTC-CSCC'95) - Kanazawa, Jpn|
継続期間: 1996 9月 18 → 1996 9月 21
ASJC Scopus subject areas
- コンピュータ グラフィックスおよびコンピュータ支援設計