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Toward the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes Review

Zhaofei Yu, Jian K. Liu, Shanshan Jia, Yichen Zhang, Yajing Zheng, Yonghong Tian, Tiejun Huang

Engineering 2020, Volume 6, Issue 4,   Pages 449-461 doi: 10.1016/j.eng.2020.02.004

Abstract:

A neuroprosthesis is a type of precision medical device that is intended to manipulate the neuronalThus, the neuronal signal of interest for a retinal neuroprosthesis is the neuronal spike.Closed-loop computation in a neuroprosthesis includes two stages: encoding a stimulus as a neuronal signalvisual computation with neuronal spikes is necessary in order to advance the next generation of retinal neuroprosthesis

Keywords： Visual coding     Retina     Neuroprosthesis     Brain–machine interface     Artificial intelligence     Deep learning    

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Toward the Next Generation of Retinal Neuroprosthesis: Visual Computation with Spikes

Zhaofei Yu, Jian K. Liu, Shanshan Jia, Yichen Zhang, Yajing Zheng, Yonghong Tian, Tiejun Huang

Journal Article