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 …
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
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 …
reported the perceived orientation of a dynamic Glass pattern, before and after unilateral …
Magnitude-sensitivity: rethinking decision-making
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 …
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
The drift-diffusion model (DDM) is an important decision-making model in cognitive
neuroscience. However, innovations in model form have been limited by methodological …
neuroscience. However, innovations in model form have been limited by methodological …
Differentiating between integration and non-integration strategies in perceptual decision making
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 …
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 …
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 …
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
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 …
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.
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 …
psychology about what mechanism governs the time course of decision-making. Historically …
The role of passing time in decision-making.
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 …
accumulates in favor of different alternatives until some fixed threshold amount is reached …