[HTML][HTML] Active inference on discrete state-spaces: A synthesis
Active inference is a normative principle underwriting perception, action, planning, decision-
making and learning in biological or artificial agents. From its inception, its associated …
making and learning in biological or artificial agents. From its inception, its associated …
Hierarchical active inference: a theory of motivated control
Motivated control refers to the coordination of behaviour to achieve affectively valenced
outcomes or goals. The study of motivated control traditionally assumes a distinction …
outcomes or goals. The study of motivated control traditionally assumes a distinction …
The graphical brain: Belief propagation and active inference
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 …
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
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 …
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
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) …
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 …
glucocerebrosidase (GBA) mutation carriers and noncarriers with and without subthalamic …
Frontosubthalamic circuits for control of action and cognition
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 …
and cognition. Anatomical and imaging studies show that different frontal cortical areas …
Genetic architecture of subcortical brain structures in 38,851 individuals
Subcortical brain structures are integral to motion, consciousness, emotions and learning.
We identified common genetic variation related to the volumes of the nucleus accumbens …
We identified common genetic variation related to the volumes of the nucleus accumbens …
Working memory, attention, and salience in active inference
The psychological concepts of working memory and attention are widely used in the
cognitive and neuroscientific literatures. Perhaps because of the interdisciplinary appeal of …
cognitive and neuroscientific literatures. Perhaps because of the interdisciplinary appeal of …
The anatomy of inference: generative models and brain structure
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 …
This necessitates passing local messages between populations of neurons to update beliefs …