This project provides a Python implementation of Total Activation:
- Karahanoglu, F.I., Bayram, I. and Van De Ville, D., 2011. A signal processing approach to generalized 1-D total variation. IEEE Transactions on Signal Processing, 59(11), pp.5265-5274.
- Karahanoğlu, F.I., Caballero-Gaudes, C., Lazeyras, F. and Van De Ville, D., 2013. Total activation: fMRI deconvolution through spatio-temporal regularization. Neuroimage, 73, pp.121-134.
- Karahanoğlu, F.I. and Van De Ville, D., 2015. Transient brain activity disentangles fMRI resting-state dynamics in terms of spatially and temporally overlapping networks. Nature communications, 6.
It is in most part a port of original MATLAB code avilable from http://miplab.epfl.ch/index.php/software/total-activation