Karolina Socha

Standardized and reproducible measurement of decision-making in mice

Valeria Aguillon-Rodriguez, Dora E. Angelaki, H Bayer et al. · eLife · 2021 · 203 citations · Full text

Behavioral Decision Making, Cognition, Mouse Behavior +18

Brain-wide representations of prior information in mouse decision-making

Charles Findling, Félix Hubert, Luigi Acerbi et al. · 2023 · 58 citations · Full text

Brain Mechanism, Neural Recoding, Affective Neuroscience +18

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools

Dan Biderman, Matthew R Whiteway, Cole Hurwitz et al. · Nature Methods · 2024 · 48 citations · Full text

Machine Vision, Machine Learning, Data Science +7

A brain-wide map of neural activity during complex behaviour

Leenoy Meshulam, Dora E. Angelaki, Julius Benson et al. · Nature · 2025 · 47 citations · Full text

Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders

Matthew R Whiteway, Dan Biderman, Yoni Friedman et al. · PLoS Computational Biology · 2021 · 36 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +20