Matthew Golub
Assistant Professor
Develops machine learning models of neural population dynamics to study how the brain controls behavior and learns.
Matthew Golub's lab at UW works on neuroscience & brain-computer interfaces. 4 papers since 2023, 2 at top venues, mostly ICML and NeurIPS. 4 PhD students. 12 alumni, most often to Adobe and AI/ML startup. Applications close .
At a glance
- papers, 2023–2026
- 1/ year
- at T1 venues
- 50%
- PhD students
- 4
- MS students
- 0
- alumni listed
- 12
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 1
- 2 papers2024 · T1 1
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICML, NeurIPS
Research focuspaper titles that use each topic's words
- Neuroscience & brain-computer interfaces1 paper
- neural population1 paper
- population1 paper
- controls0 papers
- study0 papers
Paper list
From the lab homepage.
20252 papers
Where alumni went12 listed, 44% to industry
Industry 4Academia 5
Most often to
- Adobe
- AI/ML startup
- Amazon
Also to
- Los Alamos National Lab
- NYU
- Princeton University
Apply to UWFall 2027
UW Allen School Computer Science PhD
- Round
- Single round
- Opens
- GRE
- not required
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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