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 …
Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias
While judging their sensory environments, decision-makers seem to use the uncertainty
about their choices to guide adjustments of their subsequent behaviour. One possible …
about their choices to guide adjustments of their subsequent behaviour. One possible …
Decision-making in sensorimotor control
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 …
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 …
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 …
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
In theoretical accounts of perceptual decision-making, a decision variable integrates noisy
sensory evidence and determines action through a boundary-crossing criterion. Signals …
sensory evidence and determines action through a boundary-crossing criterion. Signals …
Dissociated functional significance of decision-related activity in the primate dorsal stream
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 …
correlated with decisions,,,,,. However, it remains uncertain whether or not various forms of …
Rats and humans can optimally accumulate evidence for decision-making
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 …
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 …
information typically comes at a cost. Little is known about the cost incurred by animals and …