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OALib Journal期刊
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The complexity of recognition in the single-layered PLN network with feedback connections
The Complexity of Recognition in the Single-Layered PLN Network with Feedback Connections

Keywords: PLN network,stable state,associative memory network,Markov chain,transition matrix,complexity of recognition
PLN网络
,反馈连接,复杂性识别

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Abstract:

Regarding a single-layered PLN network with feedback connections as an associative memory network,the complexity of recognition is discussed.We have the main result:if the size of the network N is m,then the complexity of recognition is an exponential function of m.The necessary condition under which the complexity of recognition is polynomial is given.

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