About Us
Welcome to the Benisty Lab!
The Benisty Lab is an interdisciplinary computational neuroscience lab that develops geometric frameworks to study high-dimensional, time-varying brain activity. We cast biological questions into mathematical formulations and develop advanced, interpretable methods for neural data analysis. Our work spans diverse recording modalities and spatiotemporal resolutions, including electrophysiology, calcium imaging (cellular or global), and fMRI, to characterize how neural representations, dynamics, and connectivity reorganize over time. We investigate how experience reshapes neural dynamics and how brain-wide organization shifts across a continuum of timescales, from minutes-long spatial cognition to learning-driven changes over days, to longer-lasting physiological transitions such as pregnancy, and to neurodegenerative conditions.
Research
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An organizing principle for spatial transformation across diverse rooms in the hippocampal formation >>
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A Geometric Approach to Directional Time-Varying Graphs >>
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Unsupervised framework for discovering functional neuronal ensembles from population dynamics >>
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Interpretable Multiscale Reconstruction of Correlation-Matrix Dynamics >>
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A Multimodal, Data-Driven Analysis of Brain–Behavior Relationships Across Pregnancy in First-Time Mothers >>
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Model Fusion Without Training Data: Graph-Aligned Weight Merging >>
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A Data-Driven Planetary Model for Parent-Child Dynamics >>
Check out Yoav’s preprint
Learn more about Yoav’s geometric framework for robust order detection in delay-coordinates
dynamic mode decomposition – preprint