The drift diffusion model as the choice rule in reinforcement learning

ML Pedersen, MJ Frank, G Biele - Psychonomic bulletin & review, 2017 - Springer
Current reinforcement-learning models often assume simplified decision processes that do
not fully reflect the dynamic complexities of choice processes. Conversely, sequential …

[HTML][HTML] Mild exogenous inflammation blunts neural signatures of bounded evidence accumulation and reward prediction error processing in healthy male participants

F Queirazza, J Cavanagh, MG Philiastides… - Brain, Behavior, and …, 2024 - Elsevier
Background Altered neural haemodynamic activity during decision making and learning has
been linked to the effects of inflammation on mood and motivated behaviours. So far, it has …

Evidence accumulation, not 'self-control', explains dorsolateral prefrontal activation during normative choice

CA Hutcherson, A Tusche - Elife, 2022 - elifesciences.org
What role do regions like the dorsolateral prefrontal cortex (dlPFC) play in normative
behavior (eg, generosity, healthy eating)? Some models suggest that dlPFC activation …

The relationship of perceptual discrimination to neural mechanisms of fear generalization

L Tuominen, E Boeke, S DeCross, RPF Wolthusen… - NeuroImage, 2019 - Elsevier
The generalization of conditioned fear responses has been shown to decrease as a function
of perceptual similarity. However, generalization may also extend beyond the perceptual …

Financial incentives facilitate stronger neural computation of prosocial decisions in lower empathic adult females

V Iotzov, A Saulin, J Kaiser, S Han, G Hein - Social Neuroscience, 2022 - Taylor & Francis
Financial incentives are commonly used to motivate behaviors. However, there is also
evidence that incentives can impede the behavior they are supposed to foster, for example …

Intact responses to non-drug rewards in long-term opioid maintenance treatment

M Eikemo, PP Lobmaier, ML Pedersen… - …, 2019 - nature.com
Disruption of non-drug reward processing in addiction could stem from long-term drug use,
addiction-related psychosocial stress, or a combination of these. It remains unclear whether …

Brain-behavior relationships in the perceptual decision-making process through cognitive processing stages

E Imani, A Harati, H Pourreza, MM Goudarzi - Neuropsychologia, 2021 - Elsevier
Perceptual decision making–the process of detecting and categorizing information–has
been studied extensively over the last two decades. In this study, we aim to bridge the gap …

A meta-analysis of neural systems underlying delay discounting: Implications for transdiagnostic research

MK Souther, B Boateng, JW Kable - BioRxiv, 2022 - biorxiv.org
ABSTRACT The National Institute of Mental Health launched the Research Domain Criteria
(RDoC) initiative to identify common biological mechanisms underlying mental disorders. A …

Evidence accumulation, not “self-control,” explains why the dlPFC activates during normative choice

CA Hutcherson, A Rangel, A Tusche - bioRxiv, 2020 - biorxiv.org
What role do cognitive control regions like the dorsolateral prefrontal cortex (dlPFC) play in
normative behavior (eg, generosity, healthy eating)? Some models suggest that dlPFC …

Unihemispheric evidence accumulation in pigeons.

N Wittek, H Matsui, M Behroozi, T Otto… - … : Animal Learning and …, 2021 - psycnet.apa.org
Perceptual decision making involves choices between alternatives based on sensory
information. Studies in primates and rodents revealed a stochastic perceptual evidence …