37 citations · 116 across the 12 of their papers we have counts for
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q-bio.NC2020★ 2 cited
The principles of adaptation in organisms and machines II: Thermodynamics of the Bayesian brain
Hideaki Shimazaki
This article reviews how organisms learn and recognize the world through the dynamics of neural networks from the perspective of Bayesian inference, and introduces a view on how su…
cond-mat.dis-nn2020★ 37 cited
A unifying framework for mean-field theories of asymmetric kinetic Ising systems
Miguel Aguilera, S. Amin Moosavi, Hideaki Shimazaki
Kinetic Ising models are powerful tools for studying the non-equilibrium dynamics of complex systems. As their behavior is not tractable for large networks, many mean-field methods…