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TREATING EPILEPSY VIA ADAPTIVE NEUROSTIMULATION: A REINFORCEMENT LEARNING APPROACH

This paper presents a new methodology for automatically learning an optimal neurostimulation strategy for the treatment of epilepsy. The technical challenge is to automatically modulate neurostimulation parameters, as a function of the observed EEG signal, so as to minimize the frequency and duratio...

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Bibliografiske detaljer
Udgivet i:Int J Neural Syst
Main Authors: PINEAU, JOELLE, GUEZ, ARTHUR, VINCENT, ROBERT, PANUCCIO, GABRIELLA, AVOLI, MASSIMO
Format: Artigo
Sprog:Inglês
Udgivet: 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4884089/
https://ncbi.nlm.nih.gov/pubmed/19731397
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1142/S0129065709001987
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