Digital implementations of thalamocortical neuron models and its application in thalamocortical control using FPGA for Parkinson׳s disease
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- 作者：Shuangming YangaAuthor Vitae ; Jiang WangaAuthor Vitae ; Shunan LiaAuthor Vitae ; Huiyan LibAuthor Vitae ; Xile WeiaAuthor Vitae ; Haitao YuaAuthor Vitae ; Bin Denga ; dengbin@tju.edu.cn" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：FPGA ; Closed-loop control ; Thalamocortical relay neuron ; Parkinsonian state ; Digital modified neuron model
- 刊名：Neurocomputing
- 出版年：2016
- 出版时间：12 February 2016
- 年：2016
- 卷：177
- 期：Complete
- 页码：274-289
- 全文大小：8599 K
文摘
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We first present efficient digital implementation of thalamocortical neuron model.
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Modified thalamocortical neuron model is proposed for a convenient implementation.
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This model can decrease the resource cost while retaining the biological dynamics.
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A digital thalamocortical model-based controller is designed using the modified model.
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The control platform can be applied in real-time control of Parkinson׳s disease.