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"Controlling Chaos in a Neural Network Based on the Phase Space Constraint"^^ .
"The chaotic neural network constructed with chaotic neurons exhibits very rich dynamic\nbehaviors and has a nonperiodic associative memory. In the chaotic neural network,\nhowever, it is dicult to distinguish the stored patters from others, because the states of\noutput of the network are in chaos. In order to apply the nonperiodic associative memory\ninto information search and pattern identication, etc, it is necessary to control chaos in\nthis chaotic neural network. In this paper, the phase space constraint method focused on\nthe chaotic neural network is proposed. By analyzing the orbital of the network in phase\nspace, we chose a part of states to be disturbed. In this way, the evolutional spaces of\nthe strange attractors are constrained. The computer simulation proves that the chaos\nin the chaotic neural network can be controlled with above method and the network can\nconverge in one of its stored patterns or their reverses which has the smallest Hamming\ndistance with the initial state of the network. The work claries the application prospect\nof the associative dynamics of the chaotic neural network."^^ .
"2003-09" .
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"17" .
" 22-24" .
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" International Journal of Modern Physics B"^^ .
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"Hong-ping"^^ .
"CHEN"^^ .
"Hong-ping CHEN"^^ .
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"Ping"^^ .
"ZHU"^^ .
"Ping ZHU"^^ .
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"Guo-guang"^^ .
"HE"^^ .
"Guo-guang HE"^^ .
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"Zhi-tong"^^ .
"CAO"^^ .
"Zhi-tong CAO"^^ .
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"Controlling Chaos in a Neural Network Based on the Phase Space Constraint (PDF)"^^ .
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"IJMPB-17-4209.pdf"^^ .
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"Controlling Chaos in a Neural Network Based on the Phase Space Constraint (Image (PNG))"^^ .
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"preview.png"^^ .
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"Controlling Chaos in a Neural Network Based on the Phase Space Constraint (Indexer Terms)"^^ .
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"indexcodes.txt"^^ .
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"HTML Summary of #4538 \n\nControlling Chaos in a Neural Network Based on the Phase Space Constraint\n\n" .
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"Dynamical Systems" .
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