6 citations · 15 across the 6 of their papers we have counts for
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cond-mat.dis-nn2022★ 2 cited
A simple probabilistic neural network for machine understanding
Rongrong Xie, Matteo Marsili
We discuss probabilistic neural networks with a fixed internal representation as models for machine understanding. Here understanding is intended as mapping data to an already exis…
cond-mat.dis-nn2021★ 6 cited
A random energy approach to deep learning
Rongrong Xie, Matteo Marsili
We study a generic ensemble of deep belief networks which is parametrized by the distribution of energy levels of the hidden states of each layer. We show that, within a random ene…