Diffusion decision model: Current issues and history
There is growing interest in diffusion models to represent the cognitive and neural processes
of speeded decision making. Sequential-sampling models like the diffusion model have a …
of speeded decision making. Sequential-sampling models like the diffusion model have a …
Sequential sampling models in cognitive neuroscience: Advantages, applications, and extensions
BU Forstmann, R Ratcliff… - Annual review of …, 2016 - annualreviews.org
Sequential sampling models assume that people make speeded decisions by gradually
accumulating noisy information until a threshold of evidence is reached. In cognitive …
accumulating noisy information until a threshold of evidence is reached. In cognitive …
Expectation in perceptual decision making: neural and computational mechanisms
C Summerfield, FP De Lange - Nature Reviews Neuroscience, 2014 - nature.com
Sensory signals are highly structured in both space and time. These structural regularities in
visual information allow expectations to form about future stimulation, thereby facilitating …
visual information allow expectations to form about future stimulation, thereby facilitating …
Value dynamics affect choice preparation during decision-making
During decision-making, neurons in the orbitofrontal cortex (OFC) sequentially represent the
value of each option in turn, but it is unclear how these dynamics are translated into a choice …
value of each option in turn, but it is unclear how these dynamics are translated into a choice …
[HTML][HTML] Perceptual decision making in rodents, monkeys, and humans
TD Hanks, C Summerfield - Neuron, 2017 - cell.com
Perceptual decision making is the process by which animals detect, discriminate, and
categorize information from the senses. Over the past two decades, understanding how …
categorize information from the senses. Over the past two decades, understanding how …
[HTML][HTML] Choice certainty is informed by both evidence and decision time
R Kiani, L Corthell, MN Shadlen - Neuron, 2014 - cell.com
Summary" Degree of certainty" refers to the subjective belief, prior to feedback, that a
decision is correct. A reliable estimate of certainty is essential for prediction, learning from …
decision is correct. A reliable estimate of certainty is essential for prediction, learning from …
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 …
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …
[HTML][HTML] Bayesian computation through cortical latent dynamics
Statistical regularities in the environment create prior beliefs that we rely on to optimize our
behavior when sensory information is uncertain. Bayesian theory formalizes how prior …
behavior when sensory information is uncertain. Bayesian theory formalizes how prior …
Confidence reflects a noisy decision reliability estimate
Decisions vary in difficulty. Humans know this and typically report more confidence in easy
than in difficult decisions. However, confidence reports do not perfectly track decision …
than in difficult decisions. However, confidence reports do not perfectly track decision …
[HTML][HTML] Decision making as a window on cognition
MN Shadlen, R Kiani - Neuron, 2013 - cell.com
A decision is a commitment to a proposition or plan of action based on information and
values associated with the possible outcomes. The process operates in a flexible timeframe …
values associated with the possible outcomes. The process operates in a flexible timeframe …