LAUSR

Sparse Ensemble Machine Learning to Improve Robustness of Long-Term Decoding in iBMIs

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1 Published in 2020 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"

DOI: 10.1109/tnsre.2019.2962708

Abstract: This paper presents a novel sparse ensemble based machine learning approach to enhance robustness of intracortical Brain Machine Interfaces (iBMIs) in the face of non-stationary distribution of input neural data across time. Each classifier in… read more here.

Keywords: sparse ensemble; ensemble machine; learning improve; term ... See more keywords