[HTML][HTML] Differentiating between integration and non-integration strategies in perceptual decision making

GM Stine, A Zylberberg, J Ditterich, MN Shadlen - Elife, 2020 - elifesciences.org
Many tasks used to study decision-making encourage subjects to integrate evidence over
time. Such tasks are useful to understand how the brain operates on multiple samples of …

[HTML][HTML] Action planning and the timescale of evidence accumulation

K Tsetsos, T Pfeffer, P Jentgens, TH Donner - PloS one, 2015 - journals.plos.org
Perceptual decisions are based on the temporal integration of sensory evidence for different
states of the outside world. The timescale of this integration process varies widely across …

[HTML][HTML] Decision making through integration of sensory evidence at prolonged timescales

ML Waskom, R Kiani - Current Biology, 2018 - cell.com
When multiple pieces of information bear on a decision, the best approach is to combine the
evidence provided by each one. Evidence integration models formalize the computations …

Accumulation of evidence during sequential decision making: the importance of top–down factors

FP de Lange, O Jensen, S Dehaene - Journal of Neuroscience, 2010 - Soc Neuroscience
In the last decade, great progress has been made in characterizing the accumulation of
neural information during simple unitary perceptual decisions. However, much less is known …

[HTML][HTML] A common mechanism underlies changes of mind about decisions and confidence

R van Den Berg, K Anandalingam, A Zylberberg… - Elife, 2016 - elifesciences.org
Decisions are accompanied by a degree of confidence that a selected option is correct. A
sequential sampling framework explains the speed and accuracy of decisions and extends …

[HTML][HTML] Choice history biases subsequent evidence accumulation

AE Urai, JW De Gee, K Tsetsos, TH Donner - Elife, 2019 - elifesciences.org
Perceptual choices depend not only on the current sensory input but also on the behavioral
context, such as the history of one's own choices. Yet, it remains unknown how such history …

[HTML][HTML] The dynamics of multimodal integration: The averaging diffusion model

BM Turner, J Gao, S Koenig, D Palfy… - Psychonomic bulletin & …, 2017 - Springer
We combine extant theories of evidence accumulation and multi-modal integration to
develop an integrated framework for modeling multimodal integration as a process that …

Elapsed decision time affects the weighting of prior probability in a perceptual decision task

TD Hanks, ME Mazurek, R Kiani, E Hopp… - Journal of …, 2011 - Soc Neuroscience
Decisions are often based on a combination of new evidence with prior knowledge of the
probable best choice. Optimal combination requires knowledge about the reliability of …

Adaptive history biases result from confidence-weighted accumulation of past choices

A Braun, AE Urai, TH Donner - Journal of Neuroscience, 2018 - Soc Neuroscience
Perceptual decision-making is biased by previous events, including the history of preceding
choices: observers tend to repeat (or alternate) their judgments of the sensory environment …

[HTML][HTML] Confidence is the bridge between multi-stage decisions

R Van den Berg, A Zylberberg, R Kiani, MN Shadlen… - Current Biology, 2016 - cell.com
Demanding tasks often require a series of decisions to reach a goal. Recent progress in
perceptual decision-making has served to unite decision accuracy, speed, and confidence …