[HTML][HTML] The brain and its time: intrinsic neural timescales are key for input processing

M Golesorkhi, J Gomez-Pilar, F Zilio… - Communications …, 2021 - nature.com
We process and integrate multiple timescales into one meaningful whole. Recent evidence
suggests that the brain displays a complex multiscale temporal organization. Different …

[HTML][HTML] Active inference on discrete state-spaces: A synthesis

L Da Costa, T Parr, N Sajid, S Veselic, V Neacsu… - Journal of Mathematical …, 2020 - Elsevier
Active inference is a normative principle underwriting perception, action, planning, decision-
making and learning in biological or artificial agents. From its inception, its associated …

[图书][B] Active inference: the free energy principle in mind, brain, and behavior

T Parr, G Pezzulo, KJ Friston - 2022 - books.google.com
The first comprehensive treatment of active inference, an integrative perspective on brain,
cognition, and behavior used across multiple disciplines. Active inference is a way of …

Thinking through other minds: A variational approach to cognition and culture

SPL Veissière, A Constant, MJD Ramstead… - Behavioral and brain …, 2020 - cambridge.org
The processes underwriting the acquisition of culture remain unclear. How are shared
habits, norms, and expectations learned and maintained with precision and reliability across …

[HTML][HTML] Generalised free energy and active inference

T Parr, KJ Friston - Biological cybernetics, 2019 - Springer
Active inference is an approach to understanding behaviour that rests upon the idea that the
brain uses an internal generative model to predict incoming sensory data. The fit between …

[HTML][HTML] The free energy principle for perception and action: A deep learning perspective

P Mazzaglia, T Verbelen, O Catal, B Dhoedt - Entropy, 2022 - mdpi.com
The free energy principle, and its corollary active inference, constitute a bio-inspired theory
that assumes biological agents act to remain in a restricted set of preferred states of the …

[HTML][HTML] Regimes of expectations: an active inference model of social conformity and human decision making

A Constant, MJD Ramstead, SPL Veissière… - Frontiers in …, 2019 - frontiersin.org
How do humans come to acquire shared expectations about how they ought to behave in
distinct normalized social settings? This paper offers a normative framework to answer this …

Recurrent dynamics in the cerebral cortex: Integration of sensory evidence with stored knowledge

W Singer - Proceedings of the National Academy of …, 2021 - National Acad Sciences
Current concepts of sensory processing in the cerebral cortex emphasize serial extraction
and recombination of features in hierarchically structured feed-forward networks in order to …

The evolution of brain architectures for predictive coding and active inference

G Pezzulo, T Parr, K Friston - … Transactions of the …, 2022 - royalsocietypublishing.org
This article considers the evolution of brain architectures for predictive processing. We argue
that brain mechanisms for predictive perception and action are not late evolutionary …

[HTML][HTML] Federated inference and belief sharing

KJ Friston, T Parr, C Heins, A Constant… - Neuroscience & …, 2023 - Elsevier
This paper concerns the distributed intelligence or federated inference that emerges under
belief-sharing among agents who share a common world—and world model. Imagine, for …