no code implementations • 2 Dec 2022 • Karl J Friston, Maxwell J D Ramstead, Alex B Kiefer, Alexander Tschantz, Christopher L Buckley, Mahault Albarracin, Riddhi J Pitliya, Conor Heins, Brennan Klein, Beren Millidge, Dalton A R Sakthivadivel, Toby St Clere Smithe, Magnus Koudahl, Safae Essafi Tremblay, Capm Petersen, Kaiser Fung, Jason G Fox, Steven Swanson, Dan Mapes, Gabriel René
In this context, we understand intelligence as the capacity to accumulate evidence for a generative model of one's sensed world -- also known as self-evidencing.
no code implementations • 15 Apr 2023 • Maxwell J. D. Ramstead, Mahault Albarracin, Alex Kiefer, Brennan Klein, Chris Fields, Karl Friston, Adam Safron
This paper presents a model of consciousness that follows directly from the free-energy principle (FEP).
2 code implementations • 10 Jul 2018 • Stefano Balietti, Brennan Klein, Christoph Riedl
We apply our procedure to a game of imperfect information to evaluate and quantify the computational improvements.
2 code implementations • 8 Jul 2019 • Brennan Klein, Erik Hoel
The connectivity of a network conveys information about the dependencies between nodes.
Physics and Society Social and Information Networks
2 code implementations • 6 Aug 2020 • Harrison Hartle, Brennan Klein, Stefan McCabe, Alexander Daniels, Guillaume St-Onge, Charles Murphy, Laurent Hébert-Dufresne
Quantifying the differences between networks is a challenging and ever-present problem in network science.
Physics and Society Social and Information Networks
1 code implementation • 11 Jan 2022 • Conor Heins, Beren Millidge, Daphne Demekas, Brennan Klein, Karl Friston, Iain Couzin, Alexander Tschantz
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 inference.