Pure Python implementation of the BIRD algorithm for (structured)-sparsity based denoising of multichannel array
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bird
.travis.yml
LICENSE
MANIFEST.in
Makefile
README.rst
demo_meg_denoising.py
demo_simu_denoising.py
meeg_tools.py
requirements.txt
setup.cfg
setup.py

README.rst

BIRD

Pure Python implementation of the BIRD algorithm. BIRD is a denoising algorithm using randomized greedy pursuits. It works for single signal and supports (structured)-sparsity for multivariate signals, e.g. multichannel array data.

Reference

Algorithm presented here are described in:

Blind Denoising with Random Greedy Pursuits. Moussallam, M., Gramfort, A., Daudet, L., & Richard, G. (2014). IEEE Signal Processing Letters, 21(11), 1341-1345 Preprint available at: http://arxiv.org/abs/1312.5444

Travis