77 citations · 136 across the 13 of their papers we have counts for
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cond-mat.dis-nn2024★ 1 cited
Neural Networks as Spin Models: From Glass to Hidden Order Through Training
Richard Barney, Michael Winer, Victor Galitski
We explore a one-to-one correspondence between a neural network (NN) and a statistical mechanical spin model where neurons are mapped to Ising spins and weights to spin-spin coupli…
cond-mat.dis-nn2023★ 16 cited
Spectral statistics of a minimal quantum glass model
Richard Barney, Michael Winer, Christopher L. Baldwin +2
Glasses have the interesting feature of being neither integrable nor fully chaotic. They thermalize quickly within a subspace but thermalize much more slowly across the full space…