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10/14/2022
On the Relationship Between Variational Inference and Auto-Associative Memory
In this article, we propose a variational inference formulation of auto-...
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06/16/2021
A Predictive Coding Account for Chaotic Itinerancy
As a phenomenon in dynamical systems allowing autonomous switching betwe...
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04/19/2021
Bidirectional Interaction between Visual and Motor Generative Models using Predictive Coding and Active Inference
In this work, we build upon the Active Inference (AIF) and Predictive Co...
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05/22/2020
Digital Neural Networks in the Brain: From Mechanisms for Extracting Structure in the World To Self-Structuring the Brain Itself
In order to keep trace of information, the brain has to resolve the prob...
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05/11/2020
Autonomous learning and chaining of motor primitives using the Free Energy Principle
In this article, we apply the Free-Energy Principle to the question of m...
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03/20/2018