Predictive control for spike pattern modulation of a two-compartment neuron model
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- 作者：Fei SuaAuthor Vitae ; Jiang WangaAuthor Vitae ; Huiyan LibAuthor Vitae ; Bin Denga ; dengbin@tju.edu.cn" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Xile WeiaAuthor Vitae ; Haitao YuaAuthor Vitae ; Chen LiuaAuthor Vitae
- 关键词：Spike pattern ; Cellular electrophysiology ; Pinsky-Rinzel model ; Predictive control ; Uncertainty ; Geometric parameter
- 刊名：Neurocomputing
- 出版年：2016
- 出版时间：5 December 2016
- 年：2016
- 卷：216
- 期：Complete
- 页码：89-101
- 全文大小：3839 K
文摘
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The more physiologically accurate Pinsky-Rinzel model is used as the object.
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The fast predictive control method is introduced to control the neuron spike pattern.
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Uncertainties are added to simulate electrophysiological experiments realistically.
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Relationship between control performance and the geometric parameter is investigated.
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Robustness of the predictive algorithm is demonstrated by simulation results.