On the role of time in perceptual decision making

M Lengyel, Á Koblinger, M Popović, J Fiser - arXiv preprint arXiv …, 2015 - arxiv.org
According to the dominant view, time in perceptual decision making is used for integrating
new sensory evidence. Based on a probabilistic framework, we investigated the alternative …

Temporal integration is a robust feature of perceptual decisions

A Hyafil, J de la Rocha, C Pericas, LN Katz, AC Huk… - Elife, 2023 - elifesciences.org
Making informed decisions in noisy environments requires integrating sensory information
over time. However, recent work has suggested that it may be difficult to determine whether …

Temporal integration is a robust feature of perceptual decisions

H Alexandre, P Cristina, LN Katz, AC Huk, JW Pillow - eLife, 2023 - search.proquest.com
Making informed decisions in noisy environments requires integrating sensory information
over time. However, recent work has suggested that it may be difficult to determine whether …

Perceptual decisions result from the continuous accumulation of memory and sensory evidence

AM Bornstein, M Aly, SF Feng, NB Turk-Browne… - BioRxiv, 2017 - biorxiv.org
How do we combine memories with sensory input to make decisions? Previous research
has shown that perceptual decisions can be made on the basis of prior expectations …

The speed-accuracy tradeoff reveals flexible access to accumulating sensory evidence during human decision making

S Nelli, S Itthipuripat, N Rungratsameetaweemana… - BioRxiv, 2018 - biorxiv.org
Decisions made about identical perceptual stimuli can be radically different under changing
task demands. For example, the need to make a fast decision undermines the accuracy of …

Relating confidence judgements to temporal biases in perceptual decision-making

A Chattoraj, M Snarskis… - Proceedings of the Annual …, 2021 - escholarship.org
Decision-making is often hierarchical and approximate in nature: decisions are not being
made based on actual observations, but on intermediate variables that themselves have to …

Perceptual decisions exhibit hallmarks of dynamic bayesian inference

JA Charlton, WF Młynarski, YH Bai, AM Hermundstad… - bioRxiv, 2022 - biorxiv.org
To interpret the sensory environment, the brain combines ambiguous sensory
measurements with context-specific prior experience. But environmental contexts can …

Using confidence inferred from pupil-size to dissect perceptual task-strategy: support for a bounded decision-formation process

K Kawaguchi, S Clery, P Pourriahi, L Seillier… - bioRxiv, 2018 - biorxiv.org
During perceptual decisions subjects often rely more strongly on early rather than late
sensory evidence even in tasks when both are equally informative about the correct …

Optimal multisensory integration leads to optimal time estimation

Y Murai, Y Yotsumoto - Scientific reports, 2018 - nature.com
Our brain compensates sensory uncertainty by combining multisensory information derived
from an event, and by integrating the current sensory signal with the prior knowledge about …

Neural evidence for a role of urgency in the Speed-Accuracy Trade-off in perceptual Decision-Making

S Miletić - Journal of Neuroscience, 2016 - Soc Neuroscience
In the study of perceptual decision-making, the dominant theory holds that subjects
accumulate evidence over time until a threshold level is reached and a response is …