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Personalizing brain stimulation: continual learning for sleep spindle detection

Author(s): Sobral M; Jourde HR; Marjani Bajestani SE; Coffey EBJ; Beltrame G;

Personalized closed-loop brain stimulation, in which algorithms used to detect neural events adapt to a user's unique neural characteristics, may be crucial to enable optimized and consistent stimulation quality for both fundamental research and clinical applications. Precise stimulation of sleep spindles-transient patterns of brain activity that occu ...

Article GUID: 40609549


The Portiloop: A deep learning-based open science tool for closed-loop brain stimulation

Author(s): Valenchon N; Bouteiller Y; Jourde HR; L' Heureux X; Sobral M; Coffey EBJ; Beltrame G;

Closed-loop brain stimulation refers to capturing neurophysiological measures such as electroencephalography (EEG), quickly identifying neural events of interest, and producing auditory, magnetic or electrical stimulation so as to interact with brain processes precisely. It is a promising new met ...

Article GUID: 35994482


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