Christopher J. Rozell

3 papers · 2017–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

JMLR (2) NIPS (1)

Top co-authors

Adam S. Charles (3) Yenho Chen (2) Noga Mudrik (2) Sankaraleengam Alagapan (1) Eva Yezerets (1) Dong Yin (1) Kyle A. Johnsen (1) Adam S Charles (1)

Keywords

probabilistic modeling (1) bayesian inference (1) short-term memory (1) random matrix theory (1) hidden markov model (1) state-space model (1) latent variable (1) recurrent neural network (1) linear dynamical system (1) sequence processing (1) echo state network (1) memory capacity (1)

Papers

Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics NIPS 2024

Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics JMLR 2024

Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks JMLR 2017