2024
Marius Pachitariu, Shashwat Sridhar, Jacob Pennington, Carsen Stringer. Spike sorting with Kilosort4. Nature Methods, 2024.
Lin Zhong, Scott Baptista, Rachel Gattoni, Jon Arnold, Daniel Flickinger, Carsen Stringer†, Marius Pachitariu†. Distinct streams for supervised and unsupervised learning in the visual cortex bioRxiv, 2024.
Carsen Stringer, Marius Pachitariu. Transformers do not outperform Cellpose. bioRxiv, 2024.
Carsen Stringer, Marius Pachitariu. Cellpose3: one-click image restoration for improved cellular segmentation. bioRxiv, 2024.
Leandro P. L. Jacob, Sydney M. Bailes, Stephanie D. Williams, Carsen Stringer, Laura D. Lewis. Distributed fMRI dynamics predict distinct EEG rhythms across sleep and wakefulness. bioRxiv, 2024.
2023
Atika Syeda, Lin Zhong, Renee Tung, Will Long, Marius Pachitariu†, Carsen Stringer†. Facemap: A Framework for Modeling Neural Activity Based on Orofacial Tracking. Nature Neuroscience, 2023.
Jonathan W. Lovelace, Jingrui Ma, Saurabh Yadav, Karishma Chhabria, Hanbing Shen, Zhengyuan Pang, Tianbo Qi, Ruchi Sehgal, Yunxiao Zhang, Tushar Bali, Thomas Vaissiere, Shawn Tan, Yuejia Liu, Gavin Rumbaugh, Li Ye, David Kleinfeld, Carsen Stringer, Vineet Augustine. Vagal sensory neurons mediate the Bezold–Jarisch reflex and induce syncope. Nature, 2023.
Stefanos Stagkourakis, Giada Spigolon, Markus Marks, Michael Feyder, Joseph Kim, Pietro Perona, Marius Pachitariu, David J Anderson. Anatomically distributed neural representations of instincts in the hypothalamus. bioRxiv, 2023.
Carsen Stringer, Lin Zhong, Atika Syeda, Fengtong Du, Maria Kesa, Marius Pachitariu. Rastermap: A Discovery Method for Neural Population Recordings. bioRxiv, 2023.
Weinan Sun, Johan Winnubst, Maanasa Natrajan, Chongxi Lai, Koichiro Kajikawa, Michalis Michaelos, Rachel Gattoni, Carsen Stringer, Daniel Flickinger, James E Fitzgerald, Nelson Spruston. Learning produces a hippocampal cognitive map in the form of an orthogonalized state machine. bioRxiv, 2023.
Helen Farrants, Yichun Shuai, William C. Lemon, Christian Monroy Hernandez, Shang Yang, Ronak Patel, Guanda Qiao, Michelle S Frei, Jonathan B Grimm, Timothy L Hanson, Filip Tomaska, Glenn C Turner, Carsen Stringer, Philipp J Keller, Abraham G Beyene, Yao Chen, Yajie Liang, Luke D Lavis, Eric R Schreiter. A Modular Chemigenetic Calcium Indicator Enables in Vivo Functional Imaging with Near-Infrared Light. bioRxiv, 2023.
2022
Marius Pachitariu, Carsen Stringer. Cellpose 2.0: How to Train Your Own Model. Nature Methods 19, no. 12 (2022): 1634–41. Research Briefing: A Cellular Segmentation Algorithm with Fast Customization.
Lilach Avitan, Carsen Stringer. Not so Spontaneous: Multi-Dimensional Representations of Behaviors and Context in Sensory Areas. Neuron 110, no. 19 (2022): 3064–75.
Kevin J. Cutler, Carsen Stringer, Teresa W. Lo, Luca Rappez, Nicholas Stroustrup, S. Brook Peterson, Paul A. Wiggins, Joseph D. Mougous. Omnipose: A High-Precision Morphology-Independent Solution for Bacterial Cell Segmentation. Nature Methods 19, no. 11 (2022): 1438–48.
Richard J. Gardner, Erik Hermansen, Marius Pachitariu, Yoram Burak, Nils A. Baas, Benjamin A. Dunn, May-Britt Moser, Edvard I. Moser. Toroidal Topology of Population Activity in Grid Cells. Nature 602, no. 7895 (2022): 123–28.
Biraj Pandey, Marius Pachitariu, Bingni W. Brunton, and Kameron Decker Harris. Structured Random Receptive Fields Enable Informative Sensory Encodings. PLoS Computational Biology 18, no. 10 (2022): e1010484.
Bernard t Hart, Titipat Achakulvisut, Ayoade Adeyemi, Athena Akrami, Bradly Alicea, Alicia Alonso-Andres, Diego Alzate-Correa, … Marius Pachitariu, … Carsen Stringer, et al. Neuromatch Academy: A 3-Week, Online Summer School in Computational Neuroscience. Journal of Open Source Education 5, no. 49 (2022): 118.
Edward Zagha, Jeffrey C. Erlich, Soohyun Lee, Gyorgy Lur, Daniel H. O’Connor, Nicholas A. Steinmetz, Carsen Stringer, Hongdian Yang. The Importance of Accounting for Movement When Relating Neuronal Activity to Sensory and Cognitive Processes. Journal of Neuroscience 42, no. 8 (2022): 1375–82.
2021
Carsen Stringer, Michalis Michaelos, Dmitri Tsyboulski, Sarah E. Lindo, Marius Pachitariu. High-Precision Coding in Visual Cortex. Cell 184, no. 10 (2021): 2767–78.
Carsen Stringer, Tim Wang, Michalis Michaelos, Marius Pachitariu. Cellpose: A Generalist Algorithm for Cellular Segmentation. Nature Methods 18, no. 1 (2021): 100–106.
Nicholas A. Steinmetz*, Cagatay Aydin*, Anna Lebedeva*, Michael Okun*, Marius Pachitariu*, Marius Bauza, Maxime Beau, et al. Neuropixels 2.0: A Miniaturized High-Density Probe for Stable, Long-Term Brain Recordings. Science 372, no. 6539 (2021): eabf4588.
Anne-Kathrin Eiselt, Susu Chen, Jim Chen, Jon Arnold, Tahnbee Kim, Marius Pachitariu, Scott M. Sternson. Hunger or Thirst State Uncertainty Is Resolved by Outcome Evaluation in Medial Prefrontal Cortex to Guide Decision-Making. Nature Neuroscience 24, no. 7 (2021): 907–12.
Kyu Hyun Lee, Yu-Li Ni, Jennifer Colonell, Bill Karsh, Jan Putzeys, Marius Pachitariu, Timothy D. Harris, Markus Meister. Electrode Pooling Can Boost the Yield of Extracellular Recordings with Switchable Silicon Probes. Nature Communications 12, no. 1 (2021): 5245.
Joshua H. Siegle, Xiaoxuan Jia, Séverine Durand, Sam Gale, Corbett Bennett, Nile Graddis, Greggory Heller, …, Marius Pachitariu, et al. Survey of Spiking in the Mouse Visual System Reveals Functional Hierarchy. Nature 592, no. 7852 (2021): 86–92.
Tara van Viegen, Athena Akrami, Kathryn Bonnen, Eric DeWitt, Alexandre Hyafil, Helena Ledmyr, Grace W. Lindsay, … Carsen Stringer, … Marius Pachitariu, et al. Neuromatch Academy: Teaching Computational Neuroscience with Global Accessibility. Trends in Cognitive Sciences 25, no. 7 (2021): 535–38.
2020
Sylvia Schröder, Nicholas A. Steinmetz, Michael Krumin, Marius Pachitariu, Matteo Rizzi, Leon Lagnado, Kenneth D. Harris, Matteo Carandini. Arousal Modulates Retinal Output. Neuron 107, no. 3 (2020): 487–95.
2019
Carsen Stringer*, Marius Pachitariu*, Nicholas Steinmetz, Matteo Carandini†, Kenneth D. Harris†. High-Dimensional Geometry of Population Responses in Visual Cortex. Nature, 2019, 1.
Carsen Stringer*, Marius Pachitariu*, Nicholas Steinmetz, Charu Bai Reddy, Matteo Carandini†, Kenneth D. Harris†. Spontaneous Behaviors Drive Multidimensional, Brainwide Activity. Science 364, no. 6437 (2019): 255.
Carsen Stringer, Marius Pachitariu. Computational Processing of Neural Recordings from Calcium Imaging Data. Current Opinion in Neurobiology 55 (2019): 22–31.
William E. Allen, Michael Z. Chen, Nandini Pichamoorthy, Rebecca H. Tien, Marius Pachitariu, Liqun Luo, Karl Deisseroth. Thirst Regulates Motivated Behavior through Modulation of Brainwide Neural Population Dynamics. Science 364, no. 6437 (2019): eaav3932.
2018
Marius Pachitariu, Carsen Stringer, Kenneth D. Harris. Robustness of Spike Deconvolution for Neuronal Calcium Imaging. Journal of Neuroscience 38, no. 37 (2018): 7976–85.
Philipp Berens, Jeremy Freeman, Thomas Deneux, Nikolay Chenkov, Thomas McColgan, Artur Speiser, Jakob H. Macke, … Marius Pachitariu, et al. Community-Based Benchmarking Improves Spike Rate Inference from Two-Photon Calcium Imaging Data. PLoS Computational Biology 14, no. 5 (2018): e1006157.
Mario Dipoppa, Adam Ranson, Michael Krumin, Marius Pachitariu, Matteo Carandini, Kenneth D. Harris. Vision and Locomotion Shape the Interactions between Neuron Types in Mouse Visual Cortex. Neuron 98, no. 3 (2018): 602–15.
2017
James J. Jun, Nicholas A. Steinmetz, Joshua H. Siegle, Daniel J. Denman, Marius Bauza, Brian Barbarits, Albert K. Lee, …, Marius Pachitariu, et al. Fully Integrated Silicon Probes for High-Density Recording of Neural Activity. Nature 551, no. 7679 (2017): 232–36.
2016
Marius Pachitariu, Nicholas Steinmetz, Shabnam Kadir, Matteo Carandini, Kenneth D. Harris. Kilosort: Realtime Spike-Sorting for Extracellular Electrophysiology with Hundreds of Channels. BioRxiv, 2016.
Marius Pachitariu, Carsen Stringer, Sylvia Schröder, Mario Dipoppa, L. Federico Rossi, Matteo Carandini, Kenneth D. Harris. Suite2p: Beyond 10,000 Neurons with Standard Two-Photon Microscopy. BioRxiv, 2016.
Carsen Stringer*, Marius Pachitariu*, Nicholas A. Steinmetz, Michael Okun, Peter Bartho, Kenneth D. Harris, Maneesh Sahani, Nicholas A. Lesica. Inhibitory Control of Correlated Intrinsic Variability in Cortical Networks. Elife 5 (2016): e19695.
2015
Marius Pachitariu, Dmitry R. Lyamzin, Maneesh Sahani, Nicholas A. Lesica. State-Dependent Population Coding in Primary Auditory Cortex. Journal of Neuroscience 35, no. 5 (2015): 2058–73.
Jasper Poort, Adil G. Khan, Marius Pachitariu, Abdellatif Nemri, Ivana Orsolic, Julija Krupic, Marius Bauza, et al. Learning Enhances Sensory and Multiple Non-Sensory Representations in Primary Visual Cortex. Neuron 86, no. 6 (2015): 1478–90.
2014
Ernesto Suárez, Steven Lettieri, Metthew C. Zwier, Carsen Stringer, Sundar Raman Subramanian, Lillian T. Chong, Daniel M. Zuckerman. Simultaneous Computation of Dynamical and Equilibrium Information Using a Weighted Ensemble of Trajectories. J. Chem. Theory Comput. (2014), 10, 7, 2658–2667.
2013
Marius Pachitariu, Adam M. Packer, Noah Pettit, Henry Dalgleish, Michael Hausser, Maneesh Sahani. Extracting Regions of Interest from Biological Images with Convolutional Sparse Block Coding. In Advances in Neural Information Processing Systems, 1745–53, 2013.
Marius Pachitariu, Biljana Petreska, Maneesh Sahani. Recurrent Linear Models of Simultaneously-Recorded Neural Populations. Advances in Neural Information Processing Systems 26 (2013).
Marius Pachitariu, Maneesh Sahani. Regularization and Nonlinearities for Neural Language Models: When Are They Needed?. arXiv Preprint arXiv:1301. 5650, 2013.
2012
Marius Pachitariu, Maneesh Sahani. Learning Visual Motion in Recurrent Neural Networks. In Neurips, 1331–39, 2012.
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