[PDF][PDF] Not noisy, just wrong: the role of suboptimal inference in behavioral variability

JM Beck, WJ Ma, X Pitkow, PE Latham, A Pouget - Neuron, 2012 - cell.com
Behavior varies from trial to trial even when the stimulus is maintained as constant as
possible. In many models, this variability is attributed to noise in the brain. Here, we propose …

Decision making by urgency gating: theory and experimental support

D Thura, J Beauregard-Racine… - Journal of …, 2012 - journals.physiology.org
It is often suggested that decisions are made when accumulated sensory information
reaches a fixed accuracy criterion. This is supported by many studies showing a gradual …

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making

J Drugowitsch, A Pouget - Current opinion in neurobiology, 2012 - Elsevier
Optimal binary perceptual decision making requires accumulation of evidence in the form of
a probability distribution that specifies the probability of the choices being correct given the …

[HTML][HTML] The neurobiology of decision-making and responsibility: reconciling mechanism and mindedness

MN Shadlen, AL Roskies - Frontiers in neuroscience, 2012 - frontiersin.org
This essay reviews recent developments in neurobiology which are beginning to expose the
mechanisms that underlie some elements of decision-making that bear on attributions of …

[HTML][HTML] Making decisions with unknown sensory reliability

S Deneve - Frontiers in neuroscience, 2012 - frontiersin.org
To make fast and accurate behavioral choices, we need to integrate noisy sensory input,
take prior knowledge into account, and adjust our decision criteria. It was shown previously …

A role for consciousness in action selection

JJ Bryson - International Journal of Machine Consciousness, 2012 - World Scientific
This article argues that conscious attention exists not so much for selecting an immediate
action as for using the current task to focus specialized learning for the action-selection …

How prior probability influences decision making: A unifying probabilistic model

Y Huang, T Hanks, M Shadlen… - Advances in neural …, 2012 - proceedings.neurips.cc
How does the brain combine prior knowledge with sensory evidence when making
decisions under uncertainty? Two competing descriptive models have been proposed …

Computational models of decision making: integration, stability, and noise

N Cain, E Shea-Brown - Current opinion in neurobiology, 2012 - Elsevier
Decision making demands the accumulation of sensory evidence over time. Questions
remain about how this occurs, but recent years have seen progress on several fronts. The …

[PDF][PDF] Note: where there are two corrections in the same line I separate these with semicolons (;).

JJ BRYSON - Citeseer
This article argues that conscious attention exists not so much for selecting an immediate
action as for using the current task to focus specialized learning for the action-selection …