35 citations · 78 across the 11 of their papers we have counts for
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q-bio.NC2020
Synthesising Realistic Calcium Traces of Neuronal Populations Using GAN
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort +1
Calcium imaging has become a powerful and popular technique to monitor the activity of large populations of neurons in vivo. However, for ethical considerations and despite recent…
stat.ME2020
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships
Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy +2
One of the main challenges in current systems neuroscience is the analysis of high-dimensional neuronal and behavioral data that are characterized by different statistics and times…