Remarks on multi layer neural networks involving chaos neurons

International Journal of Applied Electromagnetics and Mechanics

Volumn 18, Issue 1-3, 2003, Pages 165-176

  Takahashi, Kazuhiko ^a  

^a YAMAGUCHI UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CHAOS THEORY; IDENTIFICATION (CONTROL SYSTEMS); LEARNING ALGORITHMS; LEARNING SYSTEMS; LYAPUNOV METHODS; NONLINEAR SYSTEMS;

CHAOS NEURONS; NEURAL NETWORKS LEARNING;

MULTILAYER NEURAL NETWORKS;

EID: 0242291922     PISSN: 13835416     EISSN: None     Source Type: Journal    
DOI: 10.3233/jae-2003-283     Document Type: Article

References (8)

1. A. Babloyanz, J.M. Salazar and C. Nicolis, Evidence of Chaotic Dynamics of Brain Activity During the Sleep Cycle, Phys. Lett. A 111(3) (1985), 152-156.
2. C.A. Skarda and W.J. Freeman, How Brains Make Chaos in Order to Make Sense of the World, Behav, Brain Sci 10 (1987), 161-195.
3. D.E. Rumelhart, J.L. McClelland, and the PDP Research Group, Parallel Distributed Processingm Vol. 1 and 2, MIT Press, 1986.
4. G. Matsumoto, K. Aihara and M. Ichikawa, Periodic and Nonperiodic Responses of Membrane Potentials in Squid Giant Axins During Sunusoidal Current Stimulation, J. Theor. Neurobiol 3 (1984), 1-14.
5. K. Aihara, T. Takabe and M. Toyoda, Chaotic Neural Networks, Phys. Lett. A 144 (1990), 333-340.
6. K. Ogo and M. Nakagawa, On the Chaos and Fractal Properties in EEG Data, Trans. on IEICE J78-A(2) (1995), 161-168.
7. T. Yamada and T. Yabuta, Neural Network Controller Using Autotuning Method for Nonlinear Functions, IEEE Trans. on Neural Networks 3(4) (1992), 595-601.
8. L. Holmstrom and P. Koistinen, Using Additive Noise I Back-propagation Training, IEEE Trans. on Neural Networks 3 (1992), 24-38.