Search Results for author: Michael Rosenblum

Found 3 papers, 1 papers with code

Real-time estimation of phase and amplitude with application to neural data

no code implementations20 May 2021 Michael Rosenblum, Arkady Pikovsky, Andrea A. Kühn, Johannes L. Busch

Computation of the instantaneous phase and amplitude via the Hilbert Transform is a powerful tool of data analysis.

Reinforcement Learning Framework for Deep Brain Stimulation Study

1 code implementation22 Feb 2020 Dmitrii Krylov, Remi Tachet, Romain Laroche, Michael Rosenblum, Dmitry V. Dylov

Malfunctioning neurons in the brain sometimes operate synchronously, reportedly causing many neurological diseases, e. g. Parkinson's.

reinforcement-learning Reinforcement Learning (RL)

Reinforcement learning for suppression of collective activity in oscillatory ensembles

no code implementations25 Sep 2019 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 brain.

reinforcement-learning Reinforcement Learning (RL)

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