Title
Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network.
Abstract
Although many real-time neural decoding algorithms have been proposed for brain-machine interface (BMI) applications over the years, an optimal, consensual approach remains elusive. Recent advances in deep learning algorithms provide new opportunities for improving the design of BMI decoders, including the use of recurrent artificial neural networks to decode neuronal ensemble activity in real tim...
Year
DOI
Venue
2019
10.1162/neco_a_01189
Neural Computation
Field
DocType
Volume
Long short term memory,Neural decoding,Artificial intelligence,Decoding methods,Machine learning,Mathematics
Journal
31
Issue
ISSN
Citations 
6
0899-7667
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Po-He Tseng100.34
Núria Armengol Urpi200.34
Mikhail A. Lebedev3305.07
Miguel A. L. Nicolelis415034.62