Title
Tracking Event-Related Potentials during BMI driven Rehabilitation
Abstract
Current brain-machine-interface (BMI) rehabilitation approaches typically focus on a specific aspect of neural activity. Auxiliary signals, derived from independent measures of neural activity and recorded in parallel might be useful in quantifying and tracking a subjects mental state and performance. In this work, we demonstrate that event-related potentials can be reliably observed in stroke survivors with chronic paralysis during a BMI intervention. The averaged evoked response remains stable over sessions and varies between subjects. A prominent negativity, positivity complex emerges whose features can be tracked across subjects and sessions.
Year
DOI
Venue
2019
10.1109/NER.2019.8717027
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)
Keywords
Field
DocType
event-related potentials,BMI driven rehabilitation,current brain-machine-interface rehabilitation approaches,neural activity,auxiliary signals,independent measures,subjects mental state,BMI intervention
Rehabilitation,Computer science,Event-related potential,Human–computer interaction,Artificial intelligence,Machine learning
Conference
ISSN
ISBN
Citations 
1948-3546
978-1-5386-7922-7
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Florian Helmhold100.68
Andreas M. Ray201.69
Eduardo López-Larraz376.05
Ander Ramos-Murguialday4259.02