Cole Hurwitz
5 papers · 2019–2024 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Healthcare & Medicine
(3)
Interdisciplinary
(3)
Machine Learning
(3)
Research
(3)
Science
(3)
Bayesian & Probabilistic
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
spike sorting
(3)
neural dynamics
(2)
extracellular recordings
(2)
brain-computer interface
(2)
variational autoencoder
(2)
neural decoding
(2)
data augmentation
(1)
bayesian modeling
(1)
neural activity
(1)
behavioral modeling
(1)
neural representation
(1)
state space model
(1)
foundation model
(1)
latent dynamics
(1)
cell type classification
(1)
neural spiking data
(1)
amortized variational inference
(1)
mixture of gaussian
(1)
self-supervised modeling
(1)
multi-task masking
(1)
Papers
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
NeurIPS 2024
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
NeurIPS 2023
Towards robust and generalizable representations of extracellular data using contrastive learning
NeurIPS 2023
Targeted Neural Dynamical Modeling
NeurIPS 2021
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference
NeurIPS 2019