150 citations · 424 across the 27 of their papers we have counts for
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q-bio.NC2020★ 15 cited
Reinforcement Learning Framework for Deep Brain Stimulation Study
Dmitrii Krylov, Remi Tachet, Romain Laroche +2
Malfunctioning neurons in the brain sometimes operate synchronously, reportedly causing many neurological diseases, e.g. Parkinson's. Suppression and control of this collective syn…
q-bio.NC2019★ 31 cited
Reinforcement learning for suppression of collective activity in oscillatory ensembles
Dmitriy Krylov, Dmitry V. Dylov, Michael Rosenblum
We present a use of modern data-based machine learning approaches to suppress self-sustained collective oscillations typically signaled by ensembles of degenerative neurons in the…