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Ding Zhou
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Year
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
3032019
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
552020
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
42*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
262021
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
122020
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
102020
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
42020
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
22021
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
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Articles 1–10