Internal states of pulse-type hardware neuron model with chaotic dynamics

Author(s):  
K. Someya ◽  
H. Shinozaki ◽  
E. Miyata ◽  
Y. Sekine
2016 ◽  
Vol 136 (10) ◽  
pp. 1424-1430 ◽  
Author(s):  
Yoshiki Sasaki ◽  
Katsutoshi Saeki ◽  
Yoshifumi Sekine

2007 ◽  
Vol 1301 ◽  
pp. 132-135 ◽  
Author(s):  
Yugo Hayashi ◽  
Katsutoshi Saeki ◽  
Yoshifumi Sekine

2021 ◽  
Vol 12 (4) ◽  
pp. 38-45
Author(s):  
Raildo Santos de Lima ◽  
Fábio Roberto Chavarette

In bioengineering there is a great motivation in studying the Hindmarsh-Rose (HR) neuron model due to the fact that it represents well the biological neuron, making it possible to simulate several behaviors of a real neuron, including periodic, aperiodic and chaotic behaviors, for example. Based on this model, this article proposes applying a linear optimal control design to the uncertain and chaotic behavior established by changes in the parameters of the system. To do so, the mathematical system of the RH model and its chaotic behavior are presented; afterwards, the fixed parametersare replaced by uncertain ones, and the chaotic dynamics of the system is investigated. At last, the linear optimal control is proposed as a method for controlling the chaotic behavior of the model, and numerical simulations are presented to show the efficiency of this proposal.


1989 ◽  
Vol 20 (11) ◽  
pp. 1-10
Author(s):  
Yoshifumi Sekine ◽  
Masatoshi Suyama ◽  
Atsushi Muramatsu

1999 ◽  
Vol 12 (1) ◽  
pp. 153-161 ◽  
Author(s):  
Kazutaka Someya ◽  
Hidekazu Shinozaki ◽  
Yoshifumi Sekine

Author(s):  
Katsutoshi Saeki ◽  
Yoshifumi Sekine ◽  
Kazuyuki Aihara

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