Implementing robust neuromodulation in neuromorphic circuits

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• 作者：Fernando Castañ ; os^a ; ^{castanos@ieee.org}Author Vitae ; Alessio Franci^b ; ^{afranci@ciencias.unam.mx}Author Vitae
• 关键词：Neuromorphic engineering ; Neuromodulation ; Realization theory ; Geometric methods
• 刊名：Neurocomputing
• 出版年：2017
• 出版时间：12 April 2017
• 年：2017
• 卷：233
• 期：Complete
• 页码：3-13
• 全文大小：2116 K
• 卷排序：233

文摘

We introduce a methodology to implement the physiological transition between distinct neuronal spiking modes in electronic circuits composed of resistors, capacitors and transistors. The result is a simple neuromorphic device organized by the same geometry and exhibiting the same input–output properties as high-dimensional electrophysiological neuron models. Preliminary experimental results highlight the robustness of the approach in real-world applications.