Recurrent predictive coding models for associative memory employing covariance learning
This paper discusses a new computational model for associative memory that integrates recurrent connections, which are crucial for the hippocampus's f…
Category: Scientific Research Papers
Active Inference: Third International Workshop, IWAI 2022, Grenoble, France, September 19, 2022, Revised Selected Papers
The volume contains 25 revised papers from the 3rd International Workshop on Active Inference, held in Grenoble, France, on September 19, 2022, alongs…
Object-Centric Scene Representations using Active Inference
The paper discusses Bayesian mechanics, a probabilistic approach to modeling systems with partitioned states. It reviews literature on the free energy…
On Bayesian Mechanics: A Physics of and by Beliefs
This paper introduces Bayesian mechanics, a field modeling systems with specific partitions that encode beliefs about external states. It reviews appl…
FMCW Radar Sensing for Indoor Drones Using Learned Representations
The paper explores the use of FMCW radar technology for indoor drones, highlighting its ability to provide detailed obstacle information. It discusses…
Resilience and active inference
The paper by Mark Miller et al. conceptualizes resilience through active inference, a modeling approach for complex adaptive systems. It defines resil…
Learning on arbitrary graph topologies via predictive coding
The paper discusses using predictive coding (PC) for training neural networks on arbitrary graph topologies, addressing limitations of backpropagation…
Designing Ecosystems of Intelligence from First Principles
The white paper outlines a future vision for artificial intelligence research, proposing a cyber-physical ecosystem of shared intelligence, where huma…
Situated models and the modeler: A comment on “The Markov blanket trick: On the scope of the free energy principle and active inference” by Raja, Valluri, Baggs, Chemero and Anderson
Mahault Albarracin and Riddhi J Pitliya provide insights on "The Markov blanket trick" by Raja and colleagues. They acknowledge the critique of the Fr…
AN ACTIVE INFERENCE APPROACH TO SEMIOTICS
Resources – Scientific Research Papers AN ACTIVE INFERENCE APPROACH TO SEMIOTICS Antoine Milette-Gagnon, Samuel PL Veissière, Karl J Friston, Maxwell JD Ramstead November 14, 2022…