Title
Neural Decoding: A Predictive Viewpoint.
Abstract
Decoding in the context of brain-machine interface is a prediction problem, with the aim of retrieving the most accurate kinematic predictions attainable from the available neural signals. While selecting models that reduce the prediction error is done to various degrees, decoding has not received the attention that the fields of statistics and machine learning have lavished on the prediction prob...
Year
DOI
Venue
2017
10.1162/neco_a_01020
Neural Computation
Field
DocType
Volume
Mean squared prediction error,Nonlinear system,Kinematics,Regression,Computer science,Lasso (statistics),Kalman filter,Neural decoding,Artificial intelligence,Decoding methods,Machine learning
Journal
29
Issue
ISSN
Citations 
12
0899-7667
0
PageRank 
References 
Authors
0.34
5
2
Name
Order
Citations
PageRank
Sonia Todorova110.73
Valérie Ventura225336.45