| SpikeInterface, a unified framework for spike sorting AP Buccino*, CL Hurwitz*, S Garcia, J Magland, JH Siegle, R Hurwitz, ... Elife 9, e61834, 2020 | 393 | 2020 |
| SpikeForest, reproducible web-facing ground-truth validation of automated neural spike sorters J Magland, JJ Jun, E Lovero, AJ Morley, CL Hurwitz, AP Buccino, ... Elife 9, e55167, 2020 | 131 | 2020 |
| Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools D Biderman, MR Whiteway, C Hurwitz, N Greenspan, RS Lee, ... Nature methods 21 (7), 1316-1328, 2024 | 72 | 2024 |
| Targeted neural dynamical modeling C Hurwitz, A Srivastava, K Xu, J Jude, M Perich, L Miller, M Hennig Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021 | 56 | 2021 |
| Building population models for large-scale neural recordings: opportunities and pitfalls C Hurwitz*, N Kudryashova*, A Onken, MH Hennig Current Opinion in Neurobiology 70, Pages 64-73, 2021 | 56 | 2021 |
| Reproducibility of in vivo electrophysiological measurements in mice IB Laboratory, K Banga, J Benson, J Bhagat, D Biderman, D Birman, ... eLife, 2025 | 40* | 2025 |
| Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution Y Zhang, Y Wang, D Jimenez-Beneto, Z Wang, M Azabou, B Richards, ... Advances in Neural Information Processing Systems 37 (NeurIPS 2025), 2024 | 39* | 2024 |
| Ultra-high density electrodes improve detection, yield, and cell type identification in neuronal recordings Z Ye, AM Shelton, JR Shaker, J Boussard, J Colonell, D Birman, S Manavi, ... bioRxiv, 2023.08. 23.554527, 2024 | 37* | 2024 |
| Scaling spike detection and sorting for next-generation electrophysiology MH Hennig, C Hurwitz, M Sorbaro In Vitro Neuronal Networks: From Culturing Methods to Neuro-Technological …, 2019 | 34 | 2019 |
| Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference C Hurwitz, K Xu, A Srivastava, A Buccino, M Hennig Advances in Neural Information Processing Systems 32 (NeurIPS 2019), 2019 | 23 | 2019 |
| A multimodal approach for visualization and identification of electrophysiological cell types in vivo EK Lee, AE Gül, G Heller, A Lakunina, H Yu, A Shelton, S Olsen, ... bioRxiv, 2025 | 20* | 2025 |
| Spike sorting pipeline for the International Brain Laboratory MF Chapuis, M Faulkner, KD Harris, JM Huntenburg, C Hurwitz, HD Lee, ... channels 10 (6), 2022 | 16* | 2022 |
| DARTsort: A modular drift tracking spike sorter for high-density multi-electrode probes J Boussard*, C Windolf*, C Hurwitz*, HD Lee, H Yu, O Winter, L Paninski bioRxiv, 2023.08. 11.553023, 2023 | 12 | 2023 |
| not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution S Han*, A Srivastava*, C Hurwitz*, P Sattigeri, DD Cox arXiv preprint arXiv:2009.04433, 2020 | 12 | 2020 |
| In vivo cell-type and brain region classification via multimodal contrastive learning H Yu, H Lyu, EY Xu, C Windolf, EK Lee, F Yang, AM Shelton, S Olsen, ... The Thirteenth International Conference on Learning Representations (ICLR 2025), 2024 | 10 | 2024 |
| Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes Y Zhang, T He, J Boussard, C Windolf, O Winter, E Trautmann, N Roth, ... Advances in Neural Information Processing Systems 36 (NeurIPS 2024), 2023 | 10 | 2023 |
| Neural Encoding and Decoding at Scale Y Zhang*, Y Wang*, M Azabou, A Andre, Z Wang, H Lyu, TIB Laboratory, ... arXiv preprint arXiv:2504.08201, 2025 | 9 | 2025 |
| Exploiting correlations across trials and behavioral sessions to improve neural decoding Y Zhang, H Lyu, C Hurwitz, S Wang, C Findling, Y Wang, F Hubert, ... Neuron, 2025 | 8* | 2025 |
| Towards robust and generalizable representations of extracellular data using contrastive learning A Vishnubhotla, C Loh, A Srivastava, L Paninski, C Hurwitz Advances in Neural Information Processing Systems 36 (NeurIPS 2024), 2023 | 7 | 2023 |
| Dartsort: A modular drift tracking spike sorter for high-density multi-electrode probes. bioRxiv J Boussard, C Windolf, C Hurwitz, HD Lee, H Yu, O Winter, L Paninski | 5 | 2023 |
Liam PaninskiColumbia UniversityVerified email at stat.columbia.edu
