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On-line EEG Denoising and Cleaning Using Correlated Sparse Recovery and Active Learning

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We have developed two new methods that use sparse recovery and active learning techniques for near real-time artifact identification and removal in EEG recordings. The first algorithm, called Correlated Sparse Signal Recovery (CSSR) addresses the problem of st... ...