The speed-accuracy tradeoff: history, physiology, methodology, and behavior

RP Heitz - Frontiers in neuroscience, 2014 - frontiersin.org
There are few behavioral effects as ubiquitous as the speed-accuracy tradeoff (SAT). From
insects to rodents to primates, the tendency for decision speed to covary with decision …

Perceptual decision neurosciences–a model-based review

MJ Mulder, L Van Maanen, BU Forstmann - Neuroscience, 2014 - Elsevier
In this review we summarize findings published over the past 10 years focusing on the
neural correlates of perceptual decision-making. Importantly, this review highlights only …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …

[图书][B] Computational modeling of cognition and behavior

S Farrell, S Lewandowsky - 2018 - books.google.com
Computational modeling is now ubiquitous in psychology, and researchers who are not
modelers may find it increasingly difficult to follow the theoretical developments in their field …

Automatic and controlled stimulus processing in conflict tasks: Superimposed diffusion processes and delta functions

R Ulrich, H Schröter, H Leuthold, T Birngruber - Cognitive psychology, 2015 - Elsevier
An elaborated diffusion process model (a Diffusion Model for Conflict Tasks, DMC) is
introduced that combines conceptual features of standard diffusion models with the notion of …

Neural mechanisms of speed-accuracy tradeoff

RP Heitz, JD Schall - Neuron, 2012 - cell.com
Intelligent agents balance speed of responding with accuracy of deciding. Stochastic
accumulator models commonly explain this speed-accuracy tradeoff by strategic adjustment …

Approaches to analysis in model-based cognitive neuroscience

BM Turner, BU Forstmann, BC Love, TJ Palmeri… - Journal of Mathematical …, 2017 - Elsevier
Our understanding of cognition has been advanced by two traditionally non-overlapping and
non-interacting groups. Mathematical psychologists rely on behavioral data to evaluate …

Neurocomputational mechanisms of prior-informed perceptual decision-making in humans

SP Kelly, EA Corbett, RG O'Connell - Nature Human Behaviour, 2021 - nature.com
To interact successfully with diverse sensory environments, we must adapt our decision
processes to account for time constraints and prior probabilities. The full set of decision …

The hare and the tortoise: emphasizing speed can change the evidence used to make decisions.

B Rae, A Heathcote, C Donkin, L Averell… - Journal of Experimental …, 2014 - psycnet.apa.org
Decision-makers effortlessly balance the need for urgency against the need for caution.
Theoretical and neurophysiological accounts have explained this tradeoff solely in terms of …

Neurophysiology of human perceptual decision-making

RG O'Connell, SP Kelly - Annual Review of Neuroscience, 2021 - annualreviews.org
The discovery of neural signals that reflect the dynamics of perceptual decision formation
has had a considerable impact. Not only do such signals enable detailed investigations of …