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 …
Neuronal reward and decision signals: from theories to data
W Schultz - Physiological reviews, 2015 - journals.physiology.org
Rewards are crucial objects that induce learning, approach behavior, choices, and
emotions. Whereas emotions are difficult to investigate in animals, the learning function is …
emotions. Whereas emotions are difficult to investigate in animals, the learning function is …
Reassessing hierarchical correspondences between brain and deep networks through direct interface
NJ Sexton, BC Love - Science advances, 2022 - science.org
Functional correspondences between deep convolutional neural networks (DCNNs) and the
mammalian visual system support a hierarchical account in which successive stages of …
mammalian visual system support a hierarchical account in which successive stages of …
[HTML][HTML] 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 …
insects to rodents to primates, the tendency for decision speed to covary with decision …
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 …
[HTML][HTML] In search of the focus of attention in working memory: 13 years of the retro-cue effect
AS Souza, K Oberauer - Attention, Perception, & Psychophysics, 2016 - Springer
The concept of attention has a prominent place in cognitive psychology. Attention can be
directed not only to perceptual information, but also to information in working memory (WM) …
directed not only to perceptual information, but also to information in working memory (WM) …
Distinct relationships of parietal and prefrontal cortices to evidence accumulation
Gradual accumulation of evidence is thought to be fundamental for decision-making, and its
neural correlates have been found in several brain regions,,,,,,,. Here we develop a …
neural correlates have been found in several brain regions,,,,,,,. Here we develop a …
Cognitive and neural bases of multi-attribute, multi-alternative, value-based decisions
Researchers have benefited from characterizing evidence-based decision making as a
process involving sequential sampling. More recently, sequential sampling models have …
process involving sequential sampling. More recently, sequential sampling models have …
[PDF][PDF] 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 …
[PDF][PDF] 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 …