Keyword : complex-valued neural networks


Uniqueness Theorem of Complex-Valued Neural Networks with Polar-Represented Activation Function
Masaki KOBAYASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/09/01
Vol. E98-A  No. 9 ; pp. 1937-1943
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
complex-valued neural networksactivation functionreducibilityuniqueness theorem
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Complex-Valued Bipartite Auto-Associative Memory
Yozo SUZUKI Masaki KOBAYASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/08/01
Vol. E97-A  No. 8 ; pp. 1680-1687
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
complex-valued neural networksHopfield associative memorybipartite graphauto-associative memory
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An Approach for Sound Source Localization by Complex-Valued Neural Network
Hirofumi TSUZUKI Mauricio KUGLER Susumu KUROYANAGI Akira IWATA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/10/01
Vol. E96-D  No. 10 ; pp. 2257-2265
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
sound source directioncomplex-valued neural networksbinaural sound localizationamplitude-phase function
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Noise Robust Gradient Descent Learning for Complex-Valued Associative Memory
Masaki KOBAYASHI Hirofumi YAMADA Michimasa KITAHARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2011/08/01
Vol. E94-A  No. 8 ; pp. 1756-1759
Type of Manuscript:  LETTER
Category: Nonlinear Problems
Keyword: 
complex-valued neural networksassociative memorygradient descent learningnoise robustness
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