Modeling MEG signals using CRBMs

Machine learning appears to be a hot topic nowadays - which is a good excuse for me to write my first post about Conditional Restricted Boltzmann Machines (CRBMs). I gather here my results on applying CRBMs to magnetoencephalographic (MEG) signals to create a generative model that produces oscillations which resemble the original data. Don't expect anything too scientific from this …