Comparing metrics to evaluate performance of regression methods for decoding of neural signals.
Martin SpülerAndrea Sarasola-SanzNiels BirbaumerWolfgang RosenstielAnder Ramos-MurguialdayPublished in: EMBC (2015)
Keyphrases
- regression methods
- regression model
- linear regression
- regression method
- regression algorithm
- ridge regression
- logistic regression
- kernel regression
- robust regression
- signal processing
- partial least squares
- spike trains
- neural network
- least squares
- model selection
- artificial neural networks
- data sets
- high dimensional
- support vector
- computer vision