Toru YAMAGUCHI


Optimal Design of Hopfield-Type Associative Memory by Adaptive Stability-Growth Method
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1998/01/25
Vol. E81-D  No. 1  pp. 148-150
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
associative memoryneural networkoptimal stabilityadaptive stability-growth method
 Summary | Full Text:PDF

Absolute Exponential Stability of Neural Networks with Asymmetric Connection Matrices
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/08/25
Vol. E80-A  No. 8  pp. 1531-1534
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksasymmetric connection matricesabsolute exponential stability time constantglobal exponential convergence rate
 Summary | Full Text:PDF

Necessary and Sufficient Condition for Absolute Exponential Stability of a Class of Nonsymmetric Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/08/25
Vol. E80-D  No. 8  pp. 802-807
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksnonsymmmetric connection matricesabsolute exponential stabilitynecessary and sufficient conditionoptimization
 Summary | Full Text:PDF

On the Absolute Exponential Stability of Neural Networks with Globally Lipschitz Continuous Activation Functions
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1997/06/25
Vol. E80-D  No. 6  pp. 687-690
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksabsolute exponential stabilitytime constantglobal exponential convergence rate
 Summary | Full Text:PDF

On the Global Asymptotic Stability Independent of Delay of Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/01/25
Vol. E80-A  No. 1  pp. 247-250
Type of Manuscript:  LETTER
Category: Neural Networks
Keyword: 
neural networksglobal asymptotic stabilityindependent of delay
 Summary | Full Text:PDF

On the Analysis of Global and Absolute Stability of Nonlinear Continuous Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/01/25
Vol. E80-A  No. 1  pp. 223-229
Type of Manuscript:  PAPER
Category: Neural Networks
Keyword: 
nonlinear continuous neural networksequilibriumglobal asymptotic stabilityabsolute stability
 Summary | Full Text:PDF

A Remark on a Class of Stability Conditions for Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/07/25
Vol. E79-D  No. 7  pp. 1004-1005
Type of Manuscript:  LETTER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
neural networksabsolute stabilitysufficient conditions
 Summary | Full Text:PDF

Necessary and Sufficient Condition for Absolute Exponential Stability of Hopfield-Type Neural Networks
Xue-Bin LIANG Toru YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1996/07/25
Vol. E79-D  No. 7  pp. 990-993
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
Hopfield-type neural networksabsolute exponential stabilitynecessary and sufficient conditionoptimization
 Summary | Full Text:PDF