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 | 315 | 2019 |
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data S Saxena, I Kinsella, S Musall, SH Kim, J Meszaros, DN Thibodeaux, ... PLoS computational biology 16 (4), e1007791, 2020 | 61 | 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, ... BioRxiv, 334706, 2018 | 46* | 2018 |
Chronic, cortex-wide imaging of specific cell populations during behavior J Couto, S Musall, XR Sun, A Khanal, S Gluf, S Saxena, I Kinsella, T Abe, ... Nature protocols 16 (7), 3241-3263, 2021 | 44 | 2021 |
YASS: Yet Another Spike Sorter applied to large-scale multi-electrode array recordings in primate retina JH Lee, C Mitelut, H Shokri, I Kinsella, N Dethe, S Wu, K Li, EB Reyes, ... BioRxiv, 2020.03. 18.997924, 2020 | 43 | 2020 |
Neuroscience Cloud Analysis As a Service: An open-source platform for scalable, reproducible data analysis T Abe, I Kinsella, S Saxena, EK Buchanan, J Couto, J Briggs, SL Kitt, ... Neuron 110 (17), 2771-2789. e7, 2022 | 31 | 2022 |
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), 2021 | 31 | 2021 |
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 | 13 | 2020 |
Constrained matrix factorization methods for denoising and demixing voltage imaging data EK Buchanan, J Friedrich, I Kinsella, P Stinson, P Zhou, F Gerhard, ... COSYNE, 2018 | 3 | 2018 |
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models R Sun, S Linderman, I Kinsella, L Paninski Advances in Neural Information Processing Systems 32, 2019 | 1 | 2019 |
maskNMF: A denoise-sparsen-detect approach for extracting neural signals from dense imaging data A Pasarkar, I Kinsella, P Zhou, M Wu, D Pan, JL Fan, Z Wang, ... bioRxiv, 2023 | | 2023 |