The neural and computational systems of social learning

A Olsson, E Knapska, B Lindström - Nature Reviews Neuroscience, 2020 - nature.com
Learning the value of stimuli and actions from others—social learning—adaptively
contributes to individual survival and plays a key role in cultural evolution. We review …

The empirical status of predictive coding and active inference

R Hodson, M Mehta, R Smith - Neuroscience & Biobehavioral Reviews, 2024 - Elsevier
Research on predictive processing models has focused largely on two specific algorithmic
theories: Predictive Coding for perception and Active Inference for decision-making. While …

[HTML][HTML] The PhysIO toolbox for modeling physiological noise in fMRI data

L Kasper, S Bollmann, AO Diaconescu, C Hutton… - Journal of neuroscience …, 2017 - Elsevier
Background Physiological noise is one of the major confounds for fMRI. A common class of
correction methods model noise from peripheral measures, such as ECGs or pneumatic …

Neurobiology of the lateral septum: regulation of social behavior

R Menon, T Süß, VE de Moura Oliveira… - Trends in …, 2022 - cell.com
Social interactions are essential for mammalian life and are regulated by evolutionary
conserved neuronal mechanisms. An individual's internal state, experiences, and the nature …

Recent advances in the application of predictive coding and active inference models within clinical neuroscience

R Smith, P Badcock, KJ Friston - Psychiatry and Clinical …, 2021 - Wiley Online Library
Research in clinical neuroscience is founded on the idea that a better understanding of
brain (dys) function will improve our ability to diagnose and treat neurological and …

[HTML][HTML] Focus of attention modulates the heartbeat evoked potential

FH Petzschner, LA Weber, KV Wellstein, G Paolini… - NeuroImage, 2019 - Elsevier
Theoretical frameworks such as predictive coding suggest that the perception of the body
and world–interoception and exteroception–involve intertwined processes of inference …

[HTML][HTML] Computational psychosomatics and computational psychiatry: toward a joint framework for differential diagnosis

FH Petzschner, LAE Weber, T Gard, KE Stephan - Biological psychiatry, 2017 - Elsevier
This article outlines how a core concept from theories of homeostasis and cybernetics, the
inference-control loop, may be used to guide differential diagnosis in computational …

Computational modelling of social cognition and behaviour—a reinforcement learning primer

PL Lockwood, MC Klein-Flügge - Social Cognitive and Affective …, 2021 - academic.oup.com
Social neuroscience aims to describe the neural systems that underpin social cognition and
behaviour. Over the past decade, researchers have begun to combine computational …

Computational social psychology

F Cushman - Annual Review of Psychology, 2024 - annualreviews.org
Social psychologists attempt to explain how we interact by appealing to basic principles of
how we think. To make good on this ambition, they are increasingly relying on an …