Liam Paninski

Full Professor, Statistics, Columbia University

Joined

December 2017

Names

Liam Paninski

Emails

****@stat.columbia.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Statistics, Columbia University (columbia.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

behavior analysis

2015 – 2026

calcium imaging

2010 – 2026

spike sorting

2010 – 2026

neuroscience

1999 – 2026

Publications

Rapid learning of neural circuitry from holographic ensemble stimulation enabled by model-based compressed sensing
Marcus Triplett, Marta Agnieszka Gajowa, Benjamin Antin, Masato Sadahiro, Hillel Adesnik, Liam Paninski
- OpenReview Archive Direct Upload
- Readers: Everyone
Decoding inner speech with an end-to-end brain-to-text neural interface
Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott W. Linderman, Lea Duncker, Francis R. Willett, Nima Mesgarani, Liam Paninski
- CoRR 2025
- Readers: Everyone
An uncertainty-aware framework for data-efficient multi-view animal pose estimation
Lenny Aharon, Keemin Lee, Karan Sikka, Selmaan Chettih, Cole L. Hurwitz, Liam Paninski, Matthew R. Whiteway
- CoRR 2025
- Readers: Everyone
An uncertainty-aware framework for data-efficient multi-view animal pose estimation
Lenny Aharon, Keemin Lee, Karan Sikka, Selmaan N. Chettih, Cole Lincoln Hurwitz, Liam Paninski, Matthew R Whiteway
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
A cross-species neural foundation model for end-to-end speech decoding
Yizi Zhang, Linyang He, Chaofei Fan, Tingkai Liu, Han Yu, Trung Le, Jingyuan Li, Scott Linderman, Lea Duncker, Francis R Willett, Nima Mesgarani, Liam Paninski
- ICLR 2026 Poster
- Readers: Everyone
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
Yanchen Wang, Han Yu, Ari Blau, Yizi Zhang, International Brain Laboratory, Liam Paninski, Cole Lincoln Hurwitz, Matthew R Whiteway
- ICLR 2026 Poster
- Readers: Everyone
Self-supervised pretraining of vision transformers for animal behavioral analysis and neural encoding
Yanchen Wang, Han Yu, Ari Blau, Yizi Zhang, International Brain Laboratory, Liam Paninski, Cole L. Hurwitz, Matthew R. Whiteway
- CoRR 2025
- Readers: Everyone
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
Ji Xia, Yizi Zhang, Shuqi Wang, Genevera I. Allen, Liam Paninski, Cole Lincoln Hurwitz, Kenneth D. Miller
- NeurIPS 2025 poster
- Readers: Everyone
Simultaneous multi-plane imaging of neural circuits
Weijian Yang, Jae-eun Kang Miller, Luis Carrillo-Reid, Eftychios A. Pnevmatikakis, Liam Paninski, Rafael Yuste, Darcy S. Peterka
- Neuron
- Readers: Everyone
Simultaneous denoising, deconvolution, and demixing of calcium imaging data
Weijian Yang, Eftychios A. Pnevmatikakis, Daniel Soudry, Yuanjun Gao, Josh Merel, David Pfau, Misha B. Ahrens, Darcy S. Peterka, Rafael Yuste, Liam Paninski
- Neuron
- Readers: Everyone

View all 142 publications

Co-Authors

View all 319 co-authors