128 citations · 232 across the 6 of their papers we have counts for
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physics.data-an2017★ 25 cited
Statistical Physics and Representations in Real and Artificial Neural Networks
Simona Cocco, Rémi Monasson, Lorenzo Posani +2
This document presents the material of two lectures on statistical physics and neural representations, delivered by one of us (R.M.) at the Fundamental Problems in Statistical Phys…
physics.data-an2016★ 128 cited
Emergence of Compositional Representations in Restricted Boltzmann Machines
Jérôme Tubiana, Rémi Monasson
Extracting automatically the complex set of features composing real high-dimensional data is crucial for achieving high performance in machine--learning tasks. Restricted Boltzmann…