[PDF][PDF] Recurrent networks endowed with structural priors explain suboptimal animal behavior
The strategies found by animals facing a new task are determined both by individual
experience and by structural priors evolved to leverage the statistics of natural …
experience and by structural priors evolved to leverage the statistics of natural …
Temporal integration is a robust feature of perceptual decisions
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 …
over time. However, recent work has suggested that it may be difficult to determine whether …
A neurocomputational model of decision and confidence in object recognition task
SS Roshan, N Sadeghnejad, F Sharifizadeh… - Neural Networks, 2024 - Elsevier
How does the brain process natural visual stimuli to make a decision? Imagine driving
through fog. An object looms ahead. What do you do? This decision requires not only …
through fog. An object looms ahead. What do you do? This decision requires not only …
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 …
over time. However, recent work has suggested that it may be difficult to determine whether …
[PDF][PDF] Mice regulate their attentional intensity and arousal to exploit increases in task utility
To meet their survival needs, organisms must continuously select which sensory stimuli to
attend to and decide how much attention to pay. Attention's selective aspect has been a …
attend to and decide how much attention to pay. Attention's selective aspect has been a …
Proximity to rewards modulates parameters of effortful control exertion.
S Devine, M Roy, U Beierholm… - Journal of Experimental …, 2024 - psycnet.apa.org
The now-classic goal-gradient hypothesis posits that organisms increase effort expenditure
as a function of their proximity to a goal. Despite nearly a century having passed since its …
as a function of their proximity to a goal. Despite nearly a century having passed since its …
Transitions in dynamical regime and neural mode underlie perceptual decision-making
Perceptual decision-making is the process by which an animal uses sensory stimuli to
choose an action or mental proposition. This process is thought to be mediated by neurons …
choose an action or mental proposition. This process is thought to be mediated by neurons …
Influence of reinforcement and its omission on trial‐by‐trial changes of response bias in perceptual decision making
MC Stüttgen, A Dietl, VV Stoilova Eckert… - Journal of the …, 2023 - Wiley Online Library
Discrimination performance in perceptual choice tasks is known to reflect both sensory
discriminability and nonsensory response bias. In the framework of signal detection theory …
discriminability and nonsensory response bias. In the framework of signal detection theory …
Control Limited Perceptual Decision Making
JR Castiñeiras, A Renart - bioRxiv, 2022 - biorxiv.org
Bounded temporal accumulation of evidence is a canonical computation for perceptual
decision making (PDM). Previously derived optimal strategies for PDM, however, ignore the …
decision making (PDM). Previously derived optimal strategies for PDM, however, ignore the …
[HTML][HTML] Rapid, systematic updating of movement by accumulated decision evidence
M Molano-Mazón, A Garcia-Duran, J Pastor-Ciurana… - bioRxiv, 2024 - ncbi.nlm.nih.gov
Acting in the natural world requires not only deciding among multiple options but also
converting decisions into motor commands. How the dynamics of decision formation …
converting decisions into motor commands. How the dynamics of decision formation …