65 citations · 648 across the 58 of their papers we have counts for
4 papers · 1 filter
Renormalization in the neural network-quantum field theory correspondence
Harold Erbin, Vincent Lahoche, Dine Ousmane Samary
A statistical ensemble of neural networks can be described in terms of a quantum field theory (NN-QFT correspondence). The infinite-width limit is mapped to a free field theory, wh…
Low temperature dynamics for confined soft spin in the quenched regime
Vincent Lahoche, Dine Ousmane Samary
This paper aims to address the low-temperature dynamics issue for the spin dynamics with confining potential, focusing especially on quartic and sextic cases. The dynamics ar…
Stochastic dynamics for Group Field Theories
Vincent Lahoche, Dine Ousmane Samary
Phase transitions with spontaneous symmetry breaking are expected for group field theories as a basic feature of the geometogenesis scenario. The following paper aims to investigat…
Functional Renormalization Group Approach for Signal Detection
Vincent Lahoche, Dine Ousmane Samary, Mohamed Tamaazousti
This review paper uses renormalization group techniques for signal detection in nearly-continuous positive spectra. We highlight universal aspects of the analogue field-theory appr…