89 citations · 167 across the 9 of their papers we have counts for
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cs.LG2021★ 13 cited
Deep learning via message passing algorithms based on belief propagation
Carlo Lucibello, Fabrizio Pittorino, Gabriele Perugini +1
Message-passing algorithms based on the Belief Propagation (BP) equations constitute a well-known distributed computational scheme. It is exact on tree-like graphical models and ha…
q-bio.NC2021★ 5 cited
Order symmetry breaking and broad distribution of events in spiking neural networks with continuous membrane potential
Marco Stucchi, Fabrizio Pittorino, Matteo di Volo +2
We introduce an exactly integrable version of the well-known leaky integrate-and-fire (LIF) model, with continuous membrane potential at the spiking event, the c-LIF. We investigat…