Noradrenergic-dependent restoration of visual discrimination in a mouse model of SYNGAP1-related disorder
Jan 1, 2025
BAND: Behavior-Aligned Neural Dynamics is all you need to capture motor corrections
Motor cortical neural activity is commonly viewed as a low-dimensional dynamics evolving from the movement preparation state, which explains the most of both neural and behavioral variability. We found that movement corrections to unexpected behavior perturbations do not follow the same pattern, with only a small fraction of neural variability explaining large changes in behavior. We show that capturing both movement planning and corrections requires models that incorporate dynamics and weak behavior supervision. We characterize the bidirectional relationships between motor cortical activity and behavior, identifying neural code for both feedforward and feedback-driven motor control.
Jan 1, 2025
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Jan 1, 2024
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships
Jan 1, 2022
Identification of electrical rotational activity in noisy cardiac tissue recordings using a deep neural network
Jan 1, 2022
Can the Insect Path Integration Memory be a Bump Attractor?
Jan 1, 2022
Building population models for large-scale neural recordings: Opportunities and pitfalls
Jan 1, 2021
Self-restoration of cardiac excitation rhythm by anti-arrhythmic ion channel gating
Jan 1, 2020
An example journal article
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Sep 1, 2015