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 …
wealth of information on its contributions to behavior but has also yielded controversies and …
How prediction errors shape perception, attention, and motivation
Prediction errors (PE) are a central notion in theoretical models of reinforcement learning,
perceptual inference, decision-making and cognition, and prediction error signals have …
perceptual inference, decision-making and cognition, and prediction error signals have …
[HTML][HTML] Neuronal computation underlying inferential reasoning in humans and mice
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 …
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
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 …
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
Decision-making invokes two fundamental axes of control: affect or valence, spanning
reward and punishment, and effect or action, spanning invigoration and inhibition. We …
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 …
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 …
appropriate actions. Several brain regions are involved in the development of goal-directed …
Dopamine restores reward prediction errors in old age
Senescence affects the ability to utilize information about the likelihood of rewards for
optimal decision-making. Using functional magnetic resonance imaging in humans, we …
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 …
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 …
error signal (RPE). The RPE signal has been hypothesized to simultaneously embody the …