Diffusion decision model: Current issues and history

R Ratcliff, PL Smith, SD Brown, G McKoon - Trends in cognitive sciences, 2016 - cell.com
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 …

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 …

Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias

AE Urai, A Braun, TH Donner - Nature communications, 2017 - nature.com
While judging their sensory environments, decision-makers seem to use the uncertainty
about their choices to guide adjustments of their subsequent behaviour. One possible …

Decision-making in sensorimotor control

JP Gallivan, CS Chapman, DM Wolpert… - Nature Reviews …, 2018 - nature.com
Skilled sensorimotor interactions with the world result from a series of decision-making
processes that determine, on the basis of information extracted during the unfolding …

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 …

[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 …

A supramodal accumulation-to-bound signal that determines perceptual decisions in humans

RG O'connell, PM Dockree, SP Kelly - Nature neuroscience, 2012 - nature.com
In theoretical accounts of perceptual decision-making, a decision variable integrates noisy
sensory evidence and determines action through a boundary-crossing criterion. Signals …

Dissociated functional significance of decision-related activity in the primate dorsal stream

LN Katz, JL Yates, JW Pillow, AC Huk - Nature, 2016 - nature.com
During decision making, neurons in multiple brain regions exhibit responses that are
correlated with decisions,,,,,. However, it remains uncertain whether or not various forms of …

Rats and humans can optimally accumulate evidence for decision-making

BW Brunton, MM Botvinick, CD Brody - Science, 2013 - science.org
The gradual and noisy accumulation of evidence is a fundamental component of decision-
making, with noise playing a key role as the source of variability and errors. However, the …

The cost of accumulating evidence in perceptual decision making

J Drugowitsch, R Moreno-Bote… - Journal of …, 2012 - Soc Neuroscience
Decision making often involves the accumulation of information over time, but acquiring
information typically comes at a cost. Little is known about the cost incurred by animals and …