305 citations · 611 across the 20 of their papers we have counts for
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stat.ML2021★ 1 cited
Fitting summary statistics of neural data with a differentiable spiking network simulator
Guillaume Bellec, Shuqi Wang, Alireza Modirshanechi +2
Fitting network models to neural activity is an important tool in neuroscience. A popular approach is to model a brain area with a probabilistic recurrent spiking network whose par…
cs.LG2021★ 14 cited
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances
Berfin Şimşek, François Ged, Arthur Jacot +4
We study how permutation symmetries in overparameterized multi-layer neural networks generate `symmetry-induced' critical points. Assuming a network with layers of minimal wi…