DocumentCode
2040610
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
Volume
2
fYear
1993
fDate
19-21 Oct. 1993
Firstpage
866
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/TENCON.1993.320150
Filename
320150
Link To Document