733 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of KonstanzDE23 papers
- Imperial College LondonGB8 papers
- University College LondonGB8 papers
- Wellcome Centre for Human NeuroimagingGB7 papers
- VERSES (United States)6 papers
- University of OxfordGB5 papers
- MRC Brain Network Dynamics UnitGB3 papers
- Queen Mary University of LondonGB3 papers
- Stony Brook UniversityUS3 papers
- Syracuse UniversityUS3 papers
- Tilburg UniversityNL3 papers
- AGH University of KrakowPL2 papers
8 papers · 1 filter
Designing Ecosystems of Intelligence from First Principles
Karl J Friston, Maxwell J D Ramstead, Alex B Kiefer +17
This white paper lays out a vision of research and development in the field of artificial intelligence for the next decade (and beyond). Its denouement is a cyber-physical ecosyste…
Path integrals, particular kinds, and strange things
Karl Friston, Lancelot Da Costa, Dalton A. R. Sakthivadivel +4
This paper describes a path integral formulation of the free energy principle. The ensuing account expresses the paths or trajectories that a particle takes as it evolves over time…
Few-shot bioacoustic event detection at the DCASE 2022 challenge
I. Nolasco, S. Singh, E. Vidana-Villa +12
Few-shot sound event detection is the task of detecting sound events, despite having only a few labelled examples of the class of interest. This framework is particularly useful in…
Sparse coupling and Markov blankets: A comment on "How particular is the physics of the Free Energy Principle?" by Aguilera, Millidge, Tschantz and Buckley
Conor Heins, Lancelot Da Costa
In this commentary, we respond to a technical analysis of the Free Energy Principle (hereafter: FEP) presented in "How particular is the physics of the Free Energy Principle" by Ag…
Particular flows and attracting sets: A comment on "How particular is the physics of the Free Energy Principle?" by Aguilera, Millidge, Tschantz and Buckley
Conor Heins
In this commentary, I expand on the analysis of the recent article "How particular is the physics of the Free Energy Principle?" by Aguilera et al. by studying the flow fields of l…
On Bayesian Mechanics: A Physics of and by Beliefs
Maxwell J. D. Ramstead, Dalton A. R. Sakthivadivel, Conor Heins +5
The aim of this paper is to introduce a field of study that has emerged over the last decade called Bayesian mechanics. Bayesian mechanics is a probabilistic mechanics, comprising…
Local majority-with-inertia rule can explain global consensus dynamics in a network coordination game
Felix Gaisbauer, Ariana Strandburg-Peshkin, Helge Giese
We study how groups reach consensus by varying communication network structure and individual incentives. In 342 networks of seven individuals, single opinionated "leaders" can dri…
The free energy principle made simpler but not too simple
Karl Friston, Lancelot Da Costa, Noor Sajid +4
This paper provides a concise description of the free energy principle, starting from a formulation of random dynamical systems in terms of a Langevin equation and ending with a Ba…