Time-Variant Linear Discriminant Analysis Improves Hand Gesture and Finger Movement Decoding for Invasive Brain-Computer Interfaces

Invasive brain-computer interfaces yield remarkable performance in a multitude of applications. For classification experiments, high-gamma bandpower features and linear discriminant analysis (LDA) are commonly used due to simplicity and robustness. However, LDA is inherently static and not suited to...

Cur síos iomlán

Na minha lista:
Sonraí Bibleagrafaíochta
Foilsithe in:Front Neurosci
Main Authors: Gruenwald, Johannes, Znobishchev, Andrei, Kapeller, Christoph, Kamada, Kyousuke, Scharinger, Josef, Guger, Christoph
Formáid: Artigo
Teanga:Inglês
Foilsithe: Frontiers Media S.A. 2019
Ábhair:
Neuroscience
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6775278/
https://ncbi.nlm.nih.gov/pubmed/31616237
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00901
Clibeanna: Cuir Clib Leis
Gan Chlibeanna, Bí ar an gcéad duine leis an taifead seo a chlibeáil!

Míreanna Comhchosúla