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cond-mat.stat-mech2022
Ising models of deep neural networks
Dusan Stosic, Darko Stosic, Borko Stosic
This work maps deep neural networks to classical Ising spin models, allowing them to be described using statistical thermodynamics. The density of states shows that structures emer…
cond-mat.stat-mech2022
Generalized Weighted Permutation Entropy
Darko Stosic, Dusan Stosic, Tatijana Stosic +1
A novel heuristic approach is proposed here for time series data analysis, dubbed Generalized weighted permutation entropy, which amalgamates and generalizes beyond their original…