The nucleus accumbens: an interface between cognition, emotion, and action

SB Floresco - Annual review of psychology, 2015 - annualreviews.org
Nearly 40 years of research on the function of the nucleus accumbens (NAc) has provided a
wealth of information on its contributions to behavior but has also yielded controversies and …

How prediction errors shape perception, attention, and motivation

HEM Den Ouden, P Kok, FP De Lange - Frontiers in psychology, 2012 - frontiersin.org
Prediction errors (PE) are a central notion in theoretical models of reinforcement learning,
perceptual inference, decision-making and cognition, and prediction error signals have …

[HTML][HTML] Neuronal computation underlying inferential reasoning in humans and mice

HC Barron, HM Reeve, RS Koolschijn, PV Perestenko… - Cell, 2020 - cell.com
Every day we make decisions critical for adaptation and survival. We repeat actions with
known consequences. But we also draw on loosely related events to infer and imagine the …

[HTML][HTML] Hierarchical prediction errors in midbrain and basal forebrain during sensory learning

S Iglesias, C Mathys, KH Brodersen, L Kasper… - Neuron, 2013 - cell.com
In Bayesian brain theories, hierarchically related prediction errors (PEs) play a central role
for predicting sensory inputs and inferring their underlying causes, eg, the probabilistic …

[HTML][HTML] Go and no-go learning in reward and punishment: interactions between affect and effect

M Guitart-Masip, QJM Huys, L Fuentemilla, P Dayan… - Neuroimage, 2012 - Elsevier
Decision-making invokes two fundamental axes of control: affect or valence, spanning
reward and punishment, and effect or action, spanning invigoration and inhibition. We …

Dopamine reward prediction errors reflect hidden-state inference across time

CK Starkweather, BM Babayan, N Uchida… - Nature …, 2017 - nature.com
Midbrain dopamine neurons signal reward prediction error (RPE), or actual minus expected
reward. The temporal difference (TD) learning model has been a cornerstone in …

The neural network underlying incentive-based learning: implications for interpreting circuit disruptions in psychiatric disorders

SN Haber, TEJ Behrens - Neuron, 2014 - cell.com
Coupling stimuli and actions with positive or negative outcomes facilitates the selection of
appropriate actions. Several brain regions are involved in the development of goal-directed …

Dopamine restores reward prediction errors in old age

R Chowdhury, M Guitart-Masip, C Lambert… - Nature …, 2013 - nature.com
Senescence affects the ability to utilize information about the likelihood of rewards for
optimal decision-making. Using functional magnetic resonance imaging in humans, we …

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 …

Separate neural representations of prediction error valence and surprise: Evidence from an fMRI meta‐analysis

E Fouragnan, C Retzler… - Human brain …, 2018 - Wiley Online Library
Learning occurs when an outcome differs from expectations, generating a reward prediction
error signal (RPE). The RPE signal has been hypothesized to simultaneously embody the …