Accumulators, neurons, and response time

JD Schall - Trends in neurosciences, 2019 - cell.com
The marriage of cognitive neurophysiology and mathematical psychology to understand
decision-making has been exceptionally productive. This interdisciplinary area is based on …

Causal role for the primate superior colliculus in the computation of evidence for perceptual decisions

EJ Jun, AR Bautista, MD Nunez, DC Allen, JH Tak… - Nature …, 2021 - nature.com
Trained monkeys performed a two-choice perceptual decision-making task in which they
reported the perceived orientation of a dynamic Glass pattern, before and after unilateral …

Magnitude-sensitivity: rethinking decision-making

A Pirrone, A Reina, T Stafford, JAR Marshall… - Trends in cognitive …, 2022 - cell.com
Magnitude-sensitivity refers to the result that performance in decision-making, across
domains and organisms, is affected by the total value of the possible alternatives. This …

A flexible framework for simulating and fitting generalized drift-diffusion models

M Shinn, NH Lam, JD Murray - ELife, 2020 - elifesciences.org
The drift-diffusion model (DDM) is an important decision-making model in cognitive
neuroscience. However, innovations in model form have been limited by methodological …

Differentiating between integration and non-integration strategies in perceptual decision making

GM Stine, A Zylberberg, J Ditterich, MN Shadlen - Elife, 2020 - elifesciences.org
Many tasks used to study decision-making encourage subjects to integrate evidence over
time. Such tasks are useful to understand how the brain operates on multiple samples of …

Evidence accumulation models: Current limitations and future directions

NJ Evans, EJ Wagenmakers - 2019 - osf.io
Evidence accumulation models (EAMs) have been the dominant models of speeded
decision-making for several decades. These models propose that evidence accumulates for …

Assessing the practical differences between model selection methods in inferences about choice response time tasks

NJ Evans - Psychonomic bulletin & review, 2019 - Springer
Evidence accumulations models (EAMs) have become the dominant modeling framework
within rapid decision-making, using choice response time distributions to make inferences …

Response-time data provide critical constraints on dynamic models of multi-alternative, multi-attribute choice

NJ Evans, WR Holmes, JS Trueblood - Psychonomic Bulletin & Review, 2019 - Springer
Understanding the cognitive processes involved in multi-alternative, multi-attribute choice is
of interest to a wide range of fields including psychology, neuroscience, and economics …

Urgency, leakage, and the relative nature of information processing in decision-making.

JS Trueblood, A Heathcote, NJ Evans… - Psychological …, 2021 - psycnet.apa.org
Over the last decade, there has been a robust debate in decision neuroscience and
psychology about what mechanism governs the time course of decision-making. Historically …

The role of passing time in decision-making.

NJ Evans, GE Hawkins, SD Brown - Journal of experimental …, 2020 - psycnet.apa.org
Theories of perceptual decision making have been dominated by the idea that evidence
accumulates in favor of different alternatives until some fixed threshold amount is reached …