Publications

Danai Katsanevaki, Nathalie Dupuy, Sam a Booker, Damien Wright, Aisling Kenny, Zihao Chen, Nina Kudryashova, Pippa Howitt, Andrew C Stanfield, Peter C Kind, Others (2025). Noradrenergic-dependent restoration of visual discrimination in a mouse model of SYNGAP1-related disorder. bioRxiv.

Nina Kudryashova, Cole Hurwitz, Matthew G Perich, Matthias H Hennig (2025). BAND: Behavior-Aligned Neural Dynamics is all you need to capture motor corrections. bioRxiv.

Polina Turishcheva, Paul Fahey, Michaela Vystrčilová, Laura Hansel, Rachel Froebe, Kayla Ponder, Yongrong Qiu, Konstantin Willeke, Mohammad Bashiri, Ruslan Baikulov, Others (2024). Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos. Advances in Neural Information Processing Systems.

Nina Kudryashova, Robyn Greene, Cole Hurwitz, Matthias Hennig (2023). Weak behavior supervision for latent dynamics is all you need. Bernstein Conference 2023.

Lazaros Mitskopoulos, Arno Onken, Nina Kudryashova (2023). Joint tensor decomposition of neural activity across consecutive sessions reveals rich multiscale and behaviorally relevant dynamics in mouse V1. JOURNAL OF COMPUTATIONAL NEUROSCIENCE.

Nina Kudryashova, Matthew G Perich, Lee E Miller, Matthias H Hennig (2023). Ctrl-TNDM: Decoding feedback-driven movement corrections from motor cortex neurons. Computational and Systems Neuroscience (Cosyne) 2023.

Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken (2022). Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. PLoS computational biology.

T De Coster, N Kudryashova, G Derevyanko, AAF De Vries, DA Pijnappels, AV Panfilov (2022). Identification of electrical rotational activity in noisy cardiac tissue recordings using a deep neural network. Europace.

Ioannis Pisokas, Nina Kudryashova, Matthias H Hennig (2022). Can the Insect Path Integration Memory be a Bump Attractor?. bioRxiv.

Cole Hurwitz, Nina Kudryashova, Arno Onken, Matthias H Hennig (2021). Building population models for large-scale neural recordings: Opportunities and pitfalls. Current opinion in neurobiology.