Title :
Analysis of associative memory of multilayer feedback neural networks
Author :
Luo Siwei ; Cheng Huaitao ; Zhu Keqin ; Ding Jiazhong
Author_Institution :
Dept. of Comput. Sci. & Technol., Northern Jiaotong Univ., Beijing, China
Abstract :
Based on the multilayer feedback BP neural network model obtained from a circuit analogue and an energy function, this paper proves the stability of the feedback BP network associative memory process. The proof of stability of the associative memory process of the feedback network is given and conclusions made.<>
Keywords :
backpropagation; content-addressable storage; feedback; neural nets; stability; BP neural network; associative memory; backpropagation; circuit analogue; energy function; multilayer feedback neural networks; stability; Associative memory; Circuit stability; Computer science; Equations; Feedback circuits; Lyapunov method; Multi-layer neural network; Neural networks; Neurofeedback; Stability analysis;
Conference_Titel :
TENCON '93. Proceedings. Computer, Communication, Control and Power Engineering.1993 IEEE Region 10 Conference on
Conference_Location :
Beijing, China
Print_ISBN :
0-7803-1233-3
DOI :
10.1109/TENCON.1993.320150
