Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Shuhei Kurata"'
Publikováno v:
Biological Cybernetics. 99:185-196
Originating from a viewpoint that complex/chaotic dynamics would play an important role in biological system including brains, chaotic dynamics introduced in a recurrent neural network was applied to control. The results of computer experiment was su
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::087794d1cb53b5d540fcbf7fd63c29dd
https://doi.org/10.1007/s00422-008-0249-6
https://doi.org/10.1007/s00422-008-0249-6
Chaotic dynamics generated in a chaotic neural network model are applied to 2-dimensional (2-D) motion control. The change of position of a moving object in each control time step is determined by a motion function which is calculated from the firing
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fee07ef1dfac8d74afc8c74e64a78b4b
https://europepmc.org/articles/PMC2837530/
https://europepmc.org/articles/PMC2837530/
Publikováno v:
IJCNN
In this paper, chaotic dynamics in quasi-layered recurrent neural network model (QLRNNM), consisting of sensory neurons and motor neurons, is applied to solving ill-posed problems. We would like to emphasize two typical properties of chaos utilized i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9997642a881997ff96937965db3a8402
https://doi.org/10.1109/ijcnn.2009.5178834
https://doi.org/10.1109/ijcnn.2009.5178834
Autor:
Daigo Munetaka, Yasumasa Miyamoto, Shogo Morita, Yongtao Li, Shuhei Kurata, So Shimizu, Shigetoshi Nara, Tai Tanaka
Publikováno v:
Advances in Cognitive Neurodynamics ICCN 2007 ISBN: 9781402083860
Chaotic dynamics is applied to 2-dimensional motion control. We propose a quasi-layered recurrent neural network consisting of sensing neurons and driving neuros, where in sensing neurons, sensitive response to external input is utilized, whereas in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::936bb11a929ee39c19b654a250e99f9c
https://doi.org/10.1007/978-1-4020-8387-7_127
https://doi.org/10.1007/978-1-4020-8387-7_127
Publikováno v:
2008 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.
Based on a novel idea to harness the onset of complex nonlinear dynamics in information processing or control systems, chaotic dynamics was introduced in recurrent neural network depending on system parameter values, and was implemented into an auton
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c1ad0f6d2dfbf3cfe02be9684a47e4da
https://doi.org/10.1109/aim.2008.4601766
https://doi.org/10.1109/aim.2008.4601766