2 papers
math.ST2021
Sliding window strategy for convolutional spike sorting with Lasso : Algorithm, theoretical guarantees and complexity
Laurent Dragoni, Rémi Flamary, Karim Lounici +1
Spike sorting is a class of algorithms used in neuroscience to attribute the time occurences of particular electric signals, called action potential or spike, to neurons. We rephra…
stat.ML2019
Large scale Lasso with windowed active set for convolutional spike sorting
Laurent Dragoni, Rémi Flamary, Karim Lounici +1
Spike sorting is a fundamental preprocessing step in neuroscience that is central to access simultaneous but distinct neuronal activities and therefore to better understand the ani…