Christopher J. Rozell
3 papers · 2017–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
Venues
Top co-authors
Research topics
Keywords
linear dynamical system
(2)
probabilistic modeling
(1)
neural dynamics
(1)
bayesian inference
(1)
sparse coding
(1)
time series
(1)
short-term memory
(1)
random matrix theory
(1)
hidden markov model
(1)
state space model
(1)
latent variable
(1)
recurrent neural network
(1)
sequence processing
(1)
latent component
(1)
echo state network
(1)
dictionary learning
(1)
memory capacity
(1)
Papers
Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics
JMLR 2024
Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
NeurIPS 2024
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks
JMLR 2017