119 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of OxfordGB8 papers
- Imperial College LondonGB4 papers
- University College LondonGB4 papers
- VERSES (United States)4 papers
- Wellcome Centre for Human NeuroimagingGB4 papers
- Max Planck Institute of Animal BehaviorDE3 papers
- University of KonstanzDE3 papers
- Eindhoven University of TechnologyNL2 papers
- Northeastern UniversityUS2 papers
- Stony Brook UniversityUS2 papers
- University of SussexGB2 papers
- Advanced Projects Research Incorporated (United States)US1 paper
4 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…
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…
Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy
Ali Kavoosi, Robert Toth, Moaad Benjaber +4
This work explores the potential utility of neural network classifiers for real-time classification of field-potential based biomarkers in next-generation responsive neuromodulatio…
pymdp: A Python library for active inference in discrete state spaces
Conor Heins, Beren Millidge, Daphne Demekas +4
Active inference is an account of cognition and behavior in complex systems which brings together action, perception, and learning under the theoretical mantle of Bayesian inferenc…