Erdem Varol
Assistant Professor
Leads the Neuroinformatics Lab, developing signal processing, optimal transport and deep learning tools for neuroscience data.
Erdem Varol's lab at NYU works on neuroscience & brain-computer interfaces, signal processing & information theory and computational neuroscience & cognition. 15 papers since 2023, 3 at top venues, mostly NeurIPS and Nature Methods. 5 PhD students and 3 master's students. 9 alumni, most often to Amazon. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 20%
- PhD students
- 5
- MS students
- 3
- alumni listed
- 9
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 6 papers2025 · T1 3
- 1 papers2024 · T1 0
- 8 papers2023 · T1 0
T1 venuesOtherVenues: NeurIPS, Nature Methods
Research focuspaper titles that use each topic's words
- Neuroscience & brain-computer interfaces4 papers
- Signal processing & information theory1 paper
- Computational neuroscience & cognition0 papers
- learning tools0 papers
- optimal transport0 papers
Paper list
From the lab homepage.
20256 papers
- Nature communications 16 (1), 4508Alternative splicing across the C. elegans nervous system
- Nature Methods (T1)DREDge: robust motion correction for high-density extracellular recordings across species
- Neuroscience Applied 4, 105433Human single neural and columnar dynamics recorded by intraoperative high-density penetrating electrodes
- Nature Biomedical Engineering, 1-18Neuroimaging endophenotypes reveal underlying mechanisms and genetic factors contributing to progression and development of four brain disorders
- NeurIPS (T1)Predicting Functional Brain Connectivity with Context-Aware Deep Neural Networks
- NeurIPS (T1)Self supervised learning for in vivo localization of microelectrode arrays using raw local field potential
20241 paper
- Translational psychiatry 14 (1)Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimer’s disease continuum
20238 papers
- JAMA psychiatry 80 (5), 498-507Assessment of neuroanatomical endophenotypes of autism spectrum disorder and association with characteristics of individuals with schizophrenia and the general population
- Advances in Neural Information Processing Systems 36, 77604-77631; NeurIPSBypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes
- International Conference on Information Processing in Medical Imaging, 332-343; IPMI .Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks
- Nature protocols 18 (10), 2927-2953Modified Neuropixels probes for recording human neurophysiology in the operating room
- ICASSP - IEEE International Conference on Acoustics, Speech and …Multimodal microscopy image alignment using spatial and shape information and a branch-and-bound algorithm
- Molecular psychiatry 28 (5)Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium
- ICASSP - IEEE International Conference on Acoustics, Speech and …; ICASSP .Robust online multiband drift estimation in electrophysiology data
- Machine Learning for Brain Disorders, 491-510Subtyping brain diseases from imaging data
Where alumni went9 listed, 50% to industry
Industry 1Academia 1
Most often to
- Amazon
Also to
- Cornell University
Apply to NYUFall 2027
Computer Science PhD (Courant / Tandon)
- Round
- Single round (December)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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