Adam S. Charles
4 papers · 2017–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (7) π Cross-Pollinator (7)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
JMLR (2)
NIPS (2)
Top co-authors
Keywords
probabilistic modeling
(1)
computer vision
(1)
bayesian inference
(1)
neural activity
(1)
real-time processing
(1)
calcium imaging
(1)
short-term memory
(1)
random matrix theory
(1)
hidden markov model
(1)
state-space model
(1)
latent variable
(1)
recurrent neural network
(1)
signal extraction
(1)
real-time inference
(1)
linear dynamical system
(1)
sequence processing
(1)
cell identification
(1)
closed-loop experiment
(1)
echo state network
(1)
memory capacity
(1)
Papers
realSEUDO for real-time calcium imaging analysis
NIPS 2024
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