| Voltage imaging and optogenetics reveal behaviour-dependent changes in hippocampal dynamics Y Adam, JJ Kim, S Lou, Y Zhao, ME Xie, D Brinks, H Wu, ... Nature 569 (7756), 413-417, 2019 | 353 | 2019 |
| Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE D Zhou, XX Wei Advances in Neural Information Processing Systems 33, 2020 | 90 | 2020 |
| Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data EK Buchanan*, I Kinsella*, D Zhou*, R Zhu, P Zhou, F Gerhard, J Ferrante, ... arXiv preprint arXiv:1807.06203, 2018 | 49* | 2018 |
| High-fidelity estimates of spikes and subthreshold waveforms from 1-photon voltage imaging in vivo ME Xie, Y Adam, LZ Fan, UL Böhm, I Kinsella, D Zhou, M Rozsa, A Singh, ... Cell Reports 35 (1), 108954, 2021 | 32 | 2021 |
| A zero-inflated gamma model for deconvolved calcium imaging traces XX Wei*, D Zhou*, A Grosmark, Z Ajabi, F Sparks, P Zhou, M Brandon, ... Neurons, Behavior, Data analysis, and Theory 3 (2), 2020 | 12 | 2020 |
| EASE: EM-Assisted Source Extraction from calcium imaging data P Zhou, J Reimer, D Zhou, A Pasarkar, I Kinsella, E Froudarakis, ... BioRxiv, 2020.03. 25.007468, 2020 | 12 | 2020 |
| Disentangled sticky hierarchical dirichlet process hidden markov model D Zhou, Y Gao, L Paninski Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 6 | 2020 |
| Lessons on off-policy methods from a notification component of a chatbot S Rome, T Chen, M Kreisel, D Zhou Machine Learning 110 (9), 2577–2602, 2021 | 3 | 2021 |
| Analyzing user activity C Tianwen, H Wang, D Zhou, Y Vaizman US Patent App. 17/231,884, 2022 | | 2022 |
| Advances in Statistical Machine Learning Methods for Neural Data Science D Zhou Columbia University, 2021 | | 2021 |
Liam PaninskiColumbia UniversityVerified email at stat.columbia.edu
