New Results
Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data
E. Kelly Buchanan, Ian Kinsella, Ding Zhou, Rong Zhu, Pengcheng Zhou, Felipe Gerhard, John Ferrante, Ying Ma, Sharon H. Kim, Mohammed A Shaik, Yajie Liang, Rongwen Lu, Jacob Reimer, Paul G Fahey, Taliah N Muhammad, Graham Dempsey, Elizabeth Hillman, Na Ji, Andreas S Tolias, Liam Paninski
doi: https://doi.org/10.1101/334706
E. Kelly Buchanan
1Equal contribution, arranged alphabetically; ekb2154, iak2119,
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Ian Kinsella
1Equal contribution, arranged alphabetically; ekb2154, iak2119,
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Ding Zhou
1Equal contribution, arranged alphabetically; ekb2154, iak2119,
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Rong Zhu
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Pengcheng Zhou
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Felipe Gerhard
3Q-State Biosciences, Inc., Cambridge, MA
John Ferrante
3Q-State Biosciences, Inc., Cambridge, MA
Ying Ma
4Department of Biomedical Engineering and Zuckerman Mind Brain Behavior Institute, Columbia University
Sharon H. Kim
4Department of Biomedical Engineering and Zuckerman Mind Brain Behavior Institute, Columbia University
Mohammed A Shaik
4Department of Biomedical Engineering and Zuckerman Mind Brain Behavior Institute, Columbia University
Yajie Liang
5Departments of Physics and Molecular and Cell Biology, UC Berkeley
Rongwen Lu
5Departments of Physics and Molecular and Cell Biology, UC Berkeley
Jacob Reimer
6Department of Neuroscience and Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine
Paul G Fahey
6Department of Neuroscience and Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine
Taliah N Muhammad
6Department of Neuroscience and Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine
Graham Dempsey
3Q-State Biosciences, Inc., Cambridge, MA
Elizabeth Hillman
4Department of Biomedical Engineering and Zuckerman Mind Brain Behavior Institute, Columbia University
Na Ji
5Departments of Physics and Molecular and Cell Biology, UC Berkeley
Andreas S Tolias
6Department of Neuroscience and Center for Neuroscience and Artificial Intelligence, Baylor College of Medicine
Liam Paninski
2Departments of Statistics and Neuroscience, Grossman Center for the Statistics of Mind, Center for Theoretical Neuroscience, and Zuckerman Mind Brain Behavior Institute, Columbia University
Article usage
Posted June 03, 2018.
Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data
E. Kelly Buchanan, Ian Kinsella, Ding Zhou, Rong Zhu, Pengcheng Zhou, Felipe Gerhard, John Ferrante, Ying Ma, Sharon H. Kim, Mohammed A Shaik, Yajie Liang, Rongwen Lu, Jacob Reimer, Paul G Fahey, Taliah N Muhammad, Graham Dempsey, Elizabeth Hillman, Na Ji, Andreas S Tolias, Liam Paninski
bioRxiv 334706; doi: https://doi.org/10.1101/334706
Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data
E. Kelly Buchanan, Ian Kinsella, Ding Zhou, Rong Zhu, Pengcheng Zhou, Felipe Gerhard, John Ferrante, Ying Ma, Sharon H. Kim, Mohammed A Shaik, Yajie Liang, Rongwen Lu, Jacob Reimer, Paul G Fahey, Taliah N Muhammad, Graham Dempsey, Elizabeth Hillman, Na Ji, Andreas S Tolias, Liam Paninski
bioRxiv 334706; doi: https://doi.org/10.1101/334706
Subject Area
Subject Areas
- Biochemistry (11740)
- Bioengineering (8750)
- Bioinformatics (29189)
- Biophysics (14967)
- Cancer Biology (12093)
- Cell Biology (17410)
- Clinical Trials (138)
- Developmental Biology (9420)
- Ecology (14178)
- Epidemiology (2067)
- Evolutionary Biology (18301)
- Genetics (12239)
- Genomics (16797)
- Immunology (11865)
- Microbiology (28070)
- Molecular Biology (11583)
- Neuroscience (60953)
- Paleontology (451)
- Pathology (1870)
- Pharmacology and Toxicology (3238)
- Physiology (4957)
- Plant Biology (10425)
- Synthetic Biology (2884)
- Systems Biology (7338)
- Zoology (1651)