Cole Hurwitz
5 papers · 2019–2024 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (5) π Cross-Pollinator (13) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
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Trend Setter
Conferences
NIPS (5)
Top co-authors
Keywords
spike sorting
(3)
neural decoding
(2)
neural dynamics
(2)
extracellular recordings
(2)
variational autoencoder
(2)
cell-type classification
(1)
brain computer interface
(1)
self-supervised learning
(1)
data augmentation
(1)
brain-computer interface
(1)
bayesian modeling
(1)
neural activity
(1)
representation learning
(1)
behavioral modeling
(1)
spike source localization
(1)
neural representation
(1)
state-space model
(1)
single-spike resolution
(1)
foundation model
(1)
latent dynamics
(1)
Papers
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
NIPS 2024
Towards robust and generalizable representations of extracellular data using contrastive learning
NIPS 2023
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
NIPS 2023
Targeted Neural Dynamical Modeling
NIPS 2021
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference
NIPS 2019