"linear dynamical systems" Papers

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Modeling Neural Activity with Conditionally Linear Dynamical Systems

Victor Geadah, Amin Nejatbakhsh, David Lipshutz et al.

NEURIPS 2025oralarXiv:2502.18347

Provable Length Generalization in Sequence Prediction via Spectral Filtering

Annie Marsden, Evan Dogariu, Naman Agarwal et al.

ICML 2025arXiv:2411.01035
1
citations

Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics

Noga Mudrik, Yenho Chen, Eva Yezerets et al.

ICML 2024arXiv:2206.02972
26
citations

Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions

Weihan Li, Chengrui Li, Yule Wang et al.

ICML 2024arXiv:2402.02686
5
citations