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Lucine L Oganesian

2 accepted papers

2025

BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural Activity

NeurIPS 2025poster

Intracranial recordings have opened a unique opportunity to simultaneously measure activity across multiregional networks in the human brain. Recent works have focused on developing transformer-based neurofoundation models of such recordings that can generalize across subjects and datasets. However,…

Cited by 0SourceScholar
2024

Spectral Learning of Shared Dynamics Between Generalized-Linear Processes

NeurIPS 2024poster

Generalized-linear dynamical models (GLDMs) remain a widely-used framework within neuroscience for modeling time-series data, such as neural spiking activity or categorical decision outcomes. Whereas the standard usage of GLDMs is to model a single data source, certain applications require jointly m…

Cited by 0SourcePDFScholar