Yoko UWATE


Multi-Layer Perceptron with Pulse Glial Chain
Chihiro IKUTA Yoko UWATE Yoshifumi NISHIO Guoan YANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/03/01
Vol. E99-A  No. 3  pp. 742-755
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
multi-layer perceptronglial chainclassification
 Summary | Full Text:PDF(3.2MB)

Multi-Layer Perceptron with Glial Network for Solving Two-Spiral Problem
Chihiro IKUTA Yoko UWATE Yoshifumi NISHIO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2011/09/01
Vol. E94-A  No. 9  pp. 1864-1867
Type of Manuscript:  LETTER
Category: Nonlinear Problems
Keyword: 
multi-layer perceptronback propagationgliaglial networktwo-spiral problem
 Summary | Full Text:PDF(1001.2KB)

Durability of Affordable Neural Networks against Damaging Neurons
Yoko UWATE Yoshifumi NISHIO Ruedi STOOP 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/02/01
Vol. E92-A  No. 2  pp. 585-593
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
affordable neural networksdurabilityback propagation learning
 Summary | Full Text:PDF(1.2MB)

Performance of Affordable Neural Network for Back Propagation Learning
Yoko UWATE Yoshifumi NISHIO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/09/01
Vol. E89-A  No. 9  pp. 2374-2380
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
cell assemblyaffordable neuronsback propagation
 Summary | Full Text:PDF(522.5KB)

Markov Chain Modeling of Intermittency Chaos and Its Application to Hopfield NN
Yoko UWATE Yoshifumi NISHIO Akio USHIDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/04/01
Vol. E87-A  No. 4  pp. 774-779
Type of Manuscript:  Special Section PAPER (Special Section on Selected Papers from the 16th Workshop on Circuits and Systems in Karuizawa)
Category: 
Keyword: 
intermittency chaosburst noiseMarkov chainneural networkQAPassociative memory
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Performance of Chaos and Burst Noises Injected to the Hopfield NN for Quadratic Assignment Problems
Yoko UWATE Yoshifumi NISHIO Tetsushi UETA Tohru KAWABE Tohru IKEGUCHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/04/01
Vol. E87-A  No. 4  pp. 937-943
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
chaosintermittencyburst noiseneural networkcombinatorial optimization problemsQAP
 Summary | Full Text:PDF(505.6KB)