Entropic Dynamics in Neural Networks, the Renormalization Group and the Hamilton-Jacobi-Bellman Equation

We study the dynamics of information processing in the continuum depth limit of deep feed-forward Neural Networks (NN) and find that it can be described in language similar to the Renormalization Group (RG). The association of concepts to patterns by a NN is analogous to the identification of the fe...

Olles dieđut

Bibliográfalaš dieđut
Váldodahkki: Nestor Caticha
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: MDPI AG 2020-05-01
Ráidu:Entropy
Fáttát:
Liŋkkat:https://www.mdpi.com/1099-4300/22/5/587