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06/23/2020
The principles of adaptation in organisms and machines II: Thermodynamics of the Bayesian brain
This article reviews how organisms learn and recognize the world through...
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02/28/2019
The principles of adaptation in organisms and machines I: machine learning, information theory, and thermodynamics
How do organisms recognize their environment by acquiring knowledge abou...
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01/22/2019
Online Estimation of Multiple Dynamic Graphs in Pattern Sequences
Many time-series data including text, movies, and biological signals can...
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07/24/2018
State-space analysis of an Ising model reveals contributions of pairwise interactions to sparseness, fluctuation, and stimulus coding of monkey V1 neurons
In this study, we analyzed the activity of monkey V1 neurons responding ...
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12/16/2013