[HTML][HTML] Uncertainty and stress: Why it causes diseases and how it is mastered by the brain

A Peters, BS McEwen, K Friston - Progress in neurobiology, 2017 - Elsevier
The term 'stress'–coined in 1936–has many definitions, but until now has lacked a
theoretical foundation. Here we present an information-theoretic approach–based on the …

Artificial sensory memory

C Wan, P Cai, M Wang, Y Qian, W Huang… - Advanced …, 2020 - Wiley Online Library
Sensory memory, formed at the beginning while perceiving and interacting with the
environment, is considered a primary source of intelligence. Transferring such biological …

Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources

F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …

Active inference, curiosity and insight

KJ Friston, M Lin, CD Frith, G Pezzulo, JA Hobson… - Neural …, 2017 - direct.mit.edu
This article offers a formal account of curiosity and insight in terms of active (Bayesian)
inference. It deals with the dual problem of inferring states of the world and learning its …

[HTML][HTML] Competency in navigating arbitrary spaces as an invariant for analyzing cognition in diverse embodiments

C Fields, M Levin - Entropy, 2022 - mdpi.com
One of the most salient features of life is its capacity to handle novelty and namely to thrive
and adapt to new circumstances and changes in both the environment and internal …

Graph structure of neural networks

J You, J Leskovec, K He, S **e - International Conference on …, 2020 - proceedings.mlr.press
Neural networks are often represented as graphs of connections between neurons.
However, despite their wide use, there is currently little understanding of the relationship …

[HTML][HTML] The hierarchically mechanistic mind: A free-energy formulation of the human psyche

PB Badcock, KJ Friston, MJD Ramstead - Physics of life Reviews, 2019 - Elsevier
This article presents a unifying theory of the embodied, situated human brain called the
Hierarchically Mechanistic Mind (HMM). The HMM describes the brain as a complex …

A variational approach to niche construction

A Constant, MJD Ramstead… - Journal of the …, 2018 - royalsocietypublishing.org
In evolutionary biology, niche construction is sometimes described as a genuine
evolutionary process whereby organisms, through their activities and regulatory …

Experimental validation of the free-energy principle with in vitro neural networks

T Isomura, K Kotani, Y Jimbo, KJ Friston - Nature Communications, 2023 - nature.com
Empirical applications of the free-energy principle are not straightforward because they
entail a commitment to a particular process theory, especially at the cellular and synaptic …

[HTML][HTML] Entropy and the brain: An overview

S Keshmiri - Entropy, 2020 - mdpi.com
Entropy is a powerful tool for quantification of the brain function and its information
processing capacity. This is evident in its broad domain of applications that range from …