[HTML][HTML] The brain and its time: intrinsic neural timescales are key for input processing
We process and integrate multiple timescales into one meaningful whole. Recent evidence
suggests that the brain displays a complex multiscale temporal organization. Different …
suggests that the brain displays a complex multiscale temporal organization. Different …
[HTML][HTML] Active inference on discrete state-spaces: A synthesis
Active inference is a normative principle underwriting perception, action, planning, decision-
making and learning in biological or artificial agents. From its inception, its associated …
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
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 …
cognition, and behavior used across multiple disciplines. Active inference is a way of …
Thinking through other minds: A variational approach to cognition and culture
The processes underwriting the acquisition of culture remain unclear. How are shared
habits, norms, and expectations learned and maintained with precision and reliability across …
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 …
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
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 …
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
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 …
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 …
and recombination of features in hierarchically structured feed-forward networks in order to …
The evolution of brain architectures for predictive coding and active inference
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 …
that brain mechanisms for predictive perception and action are not late evolutionary …
[HTML][HTML] Federated inference and belief sharing
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 …
belief-sharing among agents who share a common world—and world model. Imagine, for …