Unsupervised adaptation of brain machine interface decoders

The performance of neural decoders can degrade over time due to nonstationarities in the relationship between neuronal activity and behavior. In this case, brain-machine interfaces (BMI) require adaptation of their decoders to maintain high performance across time. One way to achieve this is by use...

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Bibliographic Details
Main Authors: Tayfun eGürel, Carsten eMehring
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-11-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00164/full