Neurally constrained modeling of perceptual decision making.

BA Purcell, RP Heitz, JY Cohen, JD Schall… - Psychological …, 2010 - psycnet.apa.org
… We tested gated models of perceptual decision making that assume dynamic visual neuron
input exactly like the continuous flow models described so far but where a gate parameter …

[HTML][HTML] Bridging neural and computational viewpoints on perceptual decision-making

RG O'Connell, MN Shadlen, KF Wong-Lin… - Trends in …, 2018 - cell.com
perceptual decisions are formed, as well as to map, measure, and manipulate the neural
to an expanding repertoire of approaches combining neural and computational viewpoints [ …

Neurocomputational mechanisms of prior-informed perceptual decision-making in humans

SP Kelly, EA Corbett, RG O'Connell - Nature Human Behaviour, 2021 - nature.com
… Our neurally constrained model made it possible to parse what is usually a unitary non-decision
time parameter into its key pre- and post-decision constituents. In doing so, the …

Neurophysiology of human perceptual decision-making

RG O'Connell, SP Kelly - Annual Review of Neuroscience, 2021 - annualreviews.org
… are issues that are likely to be central to ongoing perceptual decision research and will
benefit from the additional constraints offered by neural decision signal measurements. …

Neurocognitive modeling of perceptual decision making

TJ Palmeri, JD Schall, GD Logan - The Oxford Handbook of …, 2015 - books.google.com
… We use variants of accumulator models to explain neural mechanisms, use neurophysiology
to constrain model assumptions, and use neural and behavioral data as a tool for …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
… approach to perceptual decision making and explicitly define a … literature of suboptimal
perceptual decision making and show … Such imprecision could arise from constraints at the neural

Reconciling age-related changes in behavioural and neural indices of human perceptual decision-making

DP McGovern, A Hayes, SP Kelly… - Nature human …, 2018 - nature.com
… can play an important role in constraining models of perceptual decision-making and reveal
key mechanistic differences that may go undetected using behavioural modelling alone. …

[HTML][HTML] Perceptual decision making: drift-diffusion model is equivalent to a Bayesian model

S Bitzer, H Park, F Blankenburg… - Frontiers in human …, 2014 - frontiersin.org
neural correlates should provide an answer, but we show in the results below that, even
under ideal experimental conditions, standard perceptual decision making … sets of constraints, …

A role for neural integrators in perceptual decision making

ME Mazurek, JD Roitman, J Ditterich… - Cerebral …, 2003 - academic.oup.com
… This is because the responses are constrained to cross a common decision … -choice neurons
are not constrained to cross a common threshold during leftward choices because decision

[HTML][HTML] Neural correlates and neural computations in posterior parietal cortex during perceptual decision-making

AC Huk, MLR Meister - Frontiers in integrative neuroscience, 2012 - frontiersin.org
… neurophysiology and psychophysics; and (3) ecological constraints related to the use of
well-controlled … of how neural computations in LIP relate to the formation of perceptual decisions. …