128 citations · 143 across the 3 of their papers we have counts for
3 papers
Maximum-entropy and representative samples of neuronal activity: a dilemma
PierGianLuca Porta Mana, Vahid Rostami, Emiliano Torre +1
The present work shows that the maximum-entropy method can be applied to a sample of neuronal recordings along two different routes: (1) apply to the sample; or (2) apply to a larg…
Sustainable computational science: the ReScience initiative
Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre +42
Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results, however computational science lags behind. In…
Pairwise maximum-entropy models and their Glauber dynamics: bimodality, bistability, non-ergodicity problems, and their elimination via inhibition
Vahid Rostami, PierGianLuca Porta Mana, Moritz Helias
Pairwise maximum-entropy models have been used in recent neuroscientific literature to predict the activity of neuronal populations, given only the time-averaged correlations of th…