Sparse linear regression for reconstructing muscle activity from human cortical fMRI.
Ganesh GowrishankarEtienne BurdetMasahiko HarunoMitsuo KawatoPublished in: NeuroImage (2008)
Keyphrases
- linear regression
- least squares
- sparse regression
- generalized linear models
- cortical areas
- brain activity
- regression problems
- regression methods
- human activities
- functional mri
- visuo motor
- linear regression model
- cognitive states
- linear models
- human subjects
- brain mapping
- motor control
- locally weighted
- nonlinear regression
- ridge regression
- training data
- human brain
- data analysis
- spiking neurons
- functional magnetic resonance imaging
- high dimensional
- square loss
- multivariate regression