[HTML][HTML] A reinforcement learning diffusion decision model for value-based decisions

L Fontanesi, S Gluth, MS Spektor… - Psychonomic bulletin & …, 2019 - Springer
Psychological models of value-based decision-making describe how subjective values are
formed and mapped to single choices. Recently, additional efforts have been made to …

The case against economic values in the orbitofrontal cortex (or anywhere else in the brain).

BY Hayden, Y Niv - Behavioral Neuroscience, 2021 - psycnet.apa.org
Much of traditional neuroeconomics proceeds from the hypothesis that value is reified in the
brain, that is, that there are neurons or brain regions whose responses serve the discrete …

Simultaneous modeling of choice, confidence, and response time in visual perception.

S Hellmann, M Zehetleitner, M Rausch - Psychological review, 2023 - psycnet.apa.org
How can choice, confidence, and response times be modeled simultaneously? Here, we
propose the new dynamical weighted evidence and visibility (dynWEV) model, an extension …

[HTML][HTML] Quantifying the benefits of using decision models with response time and accuracy data

T Stafford, A Pirrone, M Croucher, A Krystalli - Behavior Research Methods, 2020 - Springer
Response time and accuracy are fundamental measures of behavioral science, but
discerning participants' underlying abilities can be masked by speed–accuracy trade-offs …

[HTML][HTML] On aims and methods of collective animal behaviour

JAR Marshall, A Reina - Animal Behaviour, 2024 - Elsevier
Highlights•We undertake a review of collective animal behaviour using Tinbergen's four
questions.•We thus identify a lack of optimality theory in collective animal behaviour.•We …

Diffusion theory of the antipodal “shadow” mode in continuous-outcome, coherent-motion decisions.

PL Smith, EA Corbett, SD Lilburn - Psychological Review, 2023 - psycnet.apa.org
Continuous-outcome decisions, in which responses are made on continuous scales, are
increasingly used to study perception and memory for stimulus attributes like color …

[HTML][HTML] Mental representations distinguish value-based decisions from perceptual decisions

SM Smith, I Krajbich - Psychonomic Bulletin & Review, 2021 - Springer
In our daily lives, we make a wide variety of decisions. One major distinction that has been
made is between perceptual decisions and value-based (economic) decisions. We argue …

Partial integration of the components of value in anterior cingulate cortex.

H Azab, BY Hayden - Behavioral Neuroscience, 2020 - psycnet.apa.org
Abstract Evaluation often involves integrating multiple determinants of value, such as the
different possible outcomes in risky choice. A brain region can be placed either before or …

[HTML][HTML] Single-trial dynamics explain magnitude sensitive decision making

A Pirrone, W Wen, S Li - BMC neuroscience, 2018 - Springer
Background Previous research has reported or predicted, on the basis of theoretical and
computational work, magnitude sensitive reaction times. Magnitude sensitivity can arise (1) …

Equal evidence perceptual tasks suggest a key role for interactive competition in decision-making.

RP Kirkpatrick, BM Turner, PB Sederberg - Psychological review, 2021 - psycnet.apa.org
The dynamics of decision-making have been widely studied over the past several decades
through the lens of an overarching theory called sequential sampling theory (SST). Within …