Online adaptive group-wise sparse Penalized Recursive Exponentially Weighted N-way Partial Least Square for epidural intracranial BCI.

Alexandre Moly, Alexandre Aksenov,Félix Martel,Tetiana Aksenova

Frontiers in human neuroscience（2023）

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摘要

The proposed algorithm demonstrated good performance while drastically reducing the computational load and the memory consumption. However, the current study is limited to offline computation on data recorded with a single patient, with penalization restricted to the spatial domain only.

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关键词

Brain-Computer Interface,ECoG,NPLS,adaptive learning,group-wise sparsity,incremental learning,penalization,tensor factorization

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