DC Field | Value | Language |
---|---|---|
dc.contributor.author | Jo, Sungho | ko |
dc.contributor.author | Yin, HJ | ko |
dc.contributor.author | Mao, ZH | ko |
dc.date.accessioned | 2013-03-07T11:15:15Z | - |
dc.date.available | 2013-03-07T11:15:15Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2005-07 | - |
dc.identifier.citation | IEEE TRANSACTIONS ON NEURAL NETWORKS, v.16, no.4, pp.980 - 983 | - |
dc.identifier.issn | 1045-9227 | - |
dc.identifier.uri | http://hdl.handle.net/10203/90037 | - |
dc.description.abstract | This letter studies the properties of the random neural networks (RNNs) with state-dependent firing neurons. It is assumed that the times between successive signal emissions of a neuron are dependent on the neuron potential. Under certain conditions, the networks keep the simple product form of stationary solutions and exhibit enhanced capacity of adjusting the probability distribution of the neuron states. It is demonstrated that desired associative memory states can be stored in the networks. | - |
dc.language | English | - |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | SPIKING NEURONS | - |
dc.title | Random neural networks with state-dependent firing neurons | - |
dc.type | Article | - |
dc.identifier.wosid | 000230505600018 | - |
dc.identifier.scopusid | 2-s2.0-23044509968 | - |
dc.type.rims | ART | - |
dc.citation.volume | 16 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 980 | - |
dc.citation.endingpage | 983 | - |
dc.citation.publicationname | IEEE TRANSACTIONS ON NEURAL NETWORKS | - |
dc.identifier.doi | 10.1109/TNN.2005.849829 | - |
dc.contributor.localauthor | Jo, Sungho | - |
dc.contributor.nonIdAuthor | Yin, HJ | - |
dc.contributor.nonIdAuthor | Mao, ZH | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | associative memory | - |
dc.subject.keywordAuthor | random neural networks (RNNs) | - |
dc.subject.keywordAuthor | spiking neurons | - |
dc.subject.keywordAuthor | state-dependent firing rate | - |
dc.subject.keywordPlus | SPIKING NEURONS | - |
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