[HTML][HTML] Active inference on discrete state-spaces: A synthesis

L Da Costa, T Parr, N Sajid, S Veselic, V Neacsu… - Journal of Mathematical …, 2020 - Elsevier
Active inference is a normative principle underwriting perception, action, planning, decision-
making and learning in biological or artificial agents. From its inception, its associated …

Hierarchical active inference: a theory of motivated control

G Pezzulo, F Rigoli, KJ Friston - Trends in cognitive sciences, 2018 - cell.com
Motivated control refers to the coordination of behaviour to achieve affectively valenced
outcomes or goals. The study of motivated control traditionally assumes a distinction …

The graphical brain: Belief propagation and active inference

KJ Friston, T Parr, B de Vries - Network neuroscience, 2017 - direct.mit.edu
This paper considers functional integration in the brain from a computational perspective.
We ask what sort of neuronal message passing is mandated by active inference—and what …

On the globality of motor suppression: unexpected events and their influence on behavior and cognition

JR Wessel, AR Aron - Neuron, 2017 - cell.com
Unexpected events are part of everyday experience. They come in several varieties—action
errors, unexpected action outcomes, and unexpected perceptual events—and they lead to …

Deep brain stimulation in movement disorders: from experimental surgery to evidence‐based therapy

P Krack, J Volkmann, G Tinkhauser… - Movement …, 2019 - Wiley Online Library
Deep brain stimulation (DBS) of 3 different targets is the most important therapeutic
innovation of the past 30 years for patients with fluctuating Parkinson's disease (PD) …

Parkinson Disease and Subthalamic Nucleus Deep Brain Stimulation: Cognitive Effects in GBA Mutation Carriers

G Pal, G Mangone, EJ Hill, B Ouyang, Y Liu… - Annals of …, 2022 - Wiley Online Library
Objective This study was undertaken to compare the rate of change in cognition between
glucocerebrosidase (GBA) mutation carriers and noncarriers with and without subthalamic …

Frontosubthalamic circuits for control of action and cognition

AR Aron, DM Herz, P Brown, BU Forstmann… - Journal of …, 2016 - Soc Neuroscience
The subthalamic nucleus (STN) of the basal ganglia appears to have a potent role in action
and cognition. Anatomical and imaging studies show that different frontal cortical areas …

Genetic architecture of subcortical brain structures in 38,851 individuals

CL Satizabal, HHH Adams, DP Hibar, CC White… - Nature …, 2019 - nature.com
Subcortical brain structures are integral to motion, consciousness, emotions and learning.
We identified common genetic variation related to the volumes of the nucleus accumbens …

Working memory, attention, and salience in active inference

T Parr, KJ Friston - Scientific reports, 2017 - nature.com
The psychological concepts of working memory and attention are widely used in the
cognitive and neuroscientific literatures. Perhaps because of the interdisciplinary appeal of …

The anatomy of inference: generative models and brain structure

T Parr, KJ Friston - Frontiers in computational neuroscience, 2018 - frontiersin.org
To infer the causes of its sensations, the brain must call on a generative (predictive) model.
This necessitates passing local messages between populations of neurons to update beliefs …