A machine learning framework to optimize optic nerve electrical stimulation for vision restoration

A machine learning framework to optimize optic nerve electrical stimulation for vision restoration

Summary: Optic nerve electrical stimulation is a promising technique to restore vision in blind subjects. Machine learning methods can be used to select effective stimulation protocols, but they require a model of the stimulated system to generate enough training data. Here, we use a convolutional n...

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Bibliographic Details
Main Authors: Simone Romeni, Davide Zoccolan, Silvestro Micera
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Patterns
Subjects:
neuroprosthetics
sensory restoration
optimization
convolutional neural networks
genetic algorithms
vision restoration
Online Access:http://www.sciencedirect.com/science/article/pii/S2666389921001197

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http://www.sciencedirect.com/science/article/pii/S2666389921001197

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