Decision prioritization and causal reasoning in decision hierarchies

A Zylberberg - PLoS Computational Biology, 2021 - journals.plos.org
From cooking a meal to finding a route to a destination, many real life decisions can be
decomposed into a hierarchy of sub-decisions. In a hierarchy, choosing which decision to …

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 …

[HTML][HTML] Adaptive stimulus selection for multi-alternative psychometric functions with lapses

JH Bak, JW Pillow - Journal of vision, 2018 - tvst.arvojournals.org
Psychometric functions (PFs) quantify how external stimuli affect behavior, and they play an
important role in building models of sensory and cognitive processes. Adaptive stimulus …

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 …

Distributed evidence accumulation across macaque large-scale neocortical networks during perceptual decision making

L Zou, N Palomero-Gallagher, D Zhou, S Li, JF Mejias - bioRxiv, 2023 - biorxiv.org
Despite the traditional view of parietal cortex as an important region for perceptual decision-
making, recent evidence suggests that sensory accumulation occurs simultaneously across …

A theoretical formalization of consequence-based decision-making

G Cecchini, M DePass, E Baspinar, M Andujar… - bioRxiv, 2023 - biorxiv.org
Learning to make adaptive decisions depends on exploring options, experiencing their
consequence, and reassessing one's strategy for the future. Although several studies have …

Neural mechanisms of human decision-making

S Herd, K Krueger, A Nair, J Mollick… - Cognitive, Affective, & …, 2021 - Springer
We present a theory and neural network model of the neural mechanisms underlying human
decision-making. We propose a detailed model of the interaction between brain regions …

Pupil Size Variations Reveal Information About Hierarchical Decision-Making Processes

L Yahyaie, R Ebrahimpour, A Koochari - Cognitive Computation, 2024 - Springer
Introduction: Pupil size is a well-known indicator of low-level decision-making processes.
However, it is unclear whether these involuntary eye data can represent information about …

Serial, parallel and hierarchical decision making in primates

A Zylberberg, JAM Lorteije, BG Ouellette, CI De Zeeuw… - Elife, 2017 - elifesciences.org
The study of decision-making has mainly focused on isolated decisions where choices are
associated with motor actions. However, problem-solving often involves considering a …

Consequence assessment and behavioral patterns of inhibition in decision-making: modelling its underlying mechanisms

G Cecchini, M DePass, E Baspinar, M Andujar… - 2023 - researchsquare.com
Learning to make decisions depends on exploring options, experiencing their consequence,
and reassessing the strategy. Several studies have analyzed various aspects of value …