DocumentCode
1386216
Title
On the synthesis of nonlinear continuous neural networks
Author
Das, Samir Ranjan
Author_Institution
Indian Stat. Inst., Calcutta, India
Volume
21
Issue
2
fYear
1991
Firstpage
413
Lastpage
418
Abstract
A synthesis technique for a class of nonlinear neural networks that subsumes J.J. Hopfield´s network with graded response (1984) is presented. The network is synthesized by designing its energy function E such that the function has local minima at the prescribed attractor points. Implementation of the synthesis technique as a nonlinear programming problem is also suggested
Keywords
neural nets; attractor points; energy function; graded response network; local minima; neural network synthesis; nonlinear continuous neural networks; nonlinear programming; Differential equations; Hopfield neural networks; Network synthesis; Neural networks; Neurons;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.87077
Filename
87077
Link To Document