Mice alternate between discrete strategies during perceptual decision-making

ZC Ashwood, NA Roy, IR Stone… - Nature …, 2022 - nature.com
Classical models of perceptual decision-making assume that subjects use a single,
consistent strategy to form decisions, or that decision-making strategies evolve slowly over …

Statistical neuroscience in the single trial limit

AH Williams, SW Linderman - Current opinion in neurobiology, 2021 - Elsevier
Individual neurons often produce highly variable responses over nominally identical trials,
reflecting a mixture of intrinsic 'noise'and systematic changes in the animal's cognitive and …

Standardized and reproducible measurement of decision-making in mice

International Brain Laboratory, V Aguillon-Rodriguez… - Elife, 2021 - elifesciences.org
Progress in science requires standardized assays whose results can be readily shared,
compared, and reproduced across laboratories. Reproducibility, however, has been a …

A general recurrent state space framework for modeling neural dynamics during decision-making

D Zoltowski, J Pillow… - … Conference on Machine …, 2020 - proceedings.mlr.press
An open question in systems and computational neuroscience is how neural circuits
accumulate evidence towards a decision. Fitting models of decision-making theory to neural …

Inferring learning rules from animal decision-making

Z Ashwood, NA Roy, JH Bak… - Advances in Neural …, 2020 - proceedings.neurips.cc
How do animals learn? This remains an elusive question in neuroscience. Whereas
reinforcement learning often focuses on the design of algorithms that enable artificial agents …

Continuous multiplexed population representations of task context in the mouse primary visual cortex

MA Hajnal, D Tran, M Einstein, MV Martelo… - Nature …, 2023 - nature.com
Effective task execution requires the representation of multiple task-related variables that
determine how stimuli lead to correct responses. Even the primary visual cortex (V1) …

Encoding priors in the brain: a reinforcement learning model for mouse decision making

S Krishnagopal, P Latham - arXiv preprint arXiv:2112.05816, 2021 - arxiv.org
In two-alternative forced choice tasks, prior knowledge can improve performance, especially
when operating near the psychophysical threshold. For instance, if subjects know that one …

NEUROCIÊNCIA E ANÁLISE SENSORIAL: IMPLICANDO À GASTRONOMIA JAPONESA

JE Lara, GC Nishiyama, TA Tissot-Lara… - Revista de …, 2021 - revista.fumec.br
As Neurociências e a Análise Sensorial vem aumentando suas participações na literatura,
como sujeitos e objetos de estudos científicos explicativos de comportamentos. Uma das …