Liam Paninski

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E.J. ChichilniskyProfessor of Neurosurgery and Ophthalmology, Stanford UniversityVerified email at stanford.edu
Eero P SimoncelliSilver Professor of Neural Science, Mathematics, Data Science, and Psychology, NYU.Verified email at nyu.edu
Eftychios A. PnevmatikakisMeta Reality LabsVerified email at flatironinstitute.org
Jonathan PillowProfessor of Neuroscience, Princeton UniversityVerified email at princeton.edu
John CunninghamProfessor, Columbia UniversityVerified email at columbia.edu
Rafael YusteDirector, Neurotechnology Center, Columbia UniversityVerified email at columbia.edu
Timothy A MachadoUniversity of PennsylvaniaVerified email at PennMedicine.upenn.edu
Yashar AhmadianUniversity of Oregon, Departments of Biology and MathematicsVerified email at uoregon.edu
Ari PakmanBen-Gurion UniversityVerified email at bgu.ac.il
Josh MerelMeta Reality LabsVerified email at google.com
Daniel SoudryAssociate ProfessorVerified email at technion.ac.il
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu
David PfauStaff Research Scientist at Google DeepMindVerified email at google.com
Adam M PackerOxfordVerified email at dpag.ox.ac.uk
Rahnama Rad, KamiarBaruch College, Zicklin School of Business, CUNY, and Columbia UniversityVerified email at columbia.edu
Robert ButeraProfessor, Georgia Institute of TechnologyVerified email at gatech.edu
Michael Vidnemv333@columbia.eduVerified email at columbia.edu
Quentin HuysProfessor, University College LondonVerified email at ucl.ac.uk
Richard NaudDepartment of Cellular and Molecular Medicine, Department of Physics, University of OttawaVerified email at uottawa.ca
Lauren H. JepsonPostdoctoral Research Associate, Salk Institute of Biological StudiesVerified email at salk.edu

Liam Paninski

Columbia University

Verified email at stat.columbia.edu - Homepage

Neural data science


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Instant neural control of a movement signal MD Serruya, NG Hatsopoulos, L Paninski, MR Fellows, JP Donoghue Nature 416 (6877), 141-142, 2002	1738	2002
Neuronal dynamics: From single neurons to networks and models of cognition W Gerstner, WM Kistler, R Naud, L Paninski Cambridge University Press, 2014	1690	2014
Estimation of entropy and mutual information L Paninski Neural computation 15 (6), 1191-1253, 2003	1631	2003
Spatio-temporal correlations and visual signalling in a complete neuronal population JW Pillow, J Shlens, L Paninski, A Sher, AM Litke, EJ Chichilnisky, ... Nature 454 (7207), 995-999, 2008	1536	2008
Simultaneous denoising, deconvolution, and demixing of calcium imaging data EA Pnevmatikakis, D Soudry, Y Gao, TA Machado, J Merel, D Pfau, ... Neuron 89 (2), 285-299, 2016	937	2016
Maximum likelihood estimation of cascade point-process neural encoding models L Paninski Network: Computation in Neural Systems 15 (4), 243, 2004	626	2004
Fast nonnegative deconvolution for spike train inference from population calcium imaging JT Vogelstein, AM Packer, TA Machado, T Sippy, B Babadi, R Yuste, ... Journal of neurophysiology 104 (6), 3691-3704, 2010	497	2010
Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data P Zhou, SL Resendez, J Rodriguez-Romaguera, JC Jimenez, SQ Neufeld, ... elife 7, e28728, 2018	491	2018
Anxiety cells in a hippocampal-hypothalamic circuit JC Jimenez, K Su, AR Goldberg, VM Luna, JS Biane, G Ordek, P Zhou, ... Neuron 97 (3), 670-683. e6, 2018	450	2018
Spatiotemporal tuning of motor cortical neurons for hand position and velocity L Paninski, MR Fellows, NG Hatsopoulos, JP Donoghue Journal of neurophysiology 91 (1), 515-532, 2004	447	2004
Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model JW Pillow, L Paninski, VJ Uzzell, EP Simoncelli, EJ Chichilnisky Journal of Neuroscience 25 (47), 11003-11013, 2005	431	2005
Fast online deconvolution of calcium imaging data J Friedrich, P Zhou, L Paninski PLoS computational biology 13 (3), e1005423, 2017	421	2017
Characterization of neural responses with stochastic stimuli EP Simoncelli, L Paninski, J Pillow, O Schwartz The cognitive neurosciences 3 (327-338), 1, 2004	376	2004
Functional connectivity in the retina at the resolution of photoreceptors GD Field, JL Gauthier, A Sher, M Greschner, TA Machado, LH Jepson, ... Nature 467 (7316), 673-677, 2010	365	2010
Bright and photostable chemigenetic indicators for extended in vivo voltage imaging AS Abdelfattah, T Kawashima, A Singh, O Novak, H Liu, Y Shuai, ... Science 365 (6454), 699-704, 2019	364	2019
Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model L Paninski, JW Pillow, EP Simoncelli Neural computation 16 (12), 2533-2561, 2004	335	2004
Statistical models for neural encoding, decoding, and optimal stimulus design L Paninski, J Pillow, J Lewi Progress in brain research 165, 493-507, 2007	317	2007
Information about movement direction obtained from synchronous activity of motor cortical neurons NG Hatsopoulos, CL Ojakangas, L Paninski, JP Donoghue Proceedings of the National Academy of Sciences 95 (26), 15706-15711, 1998	313	1998
Spike inference from calcium imaging using sequential Monte Carlo methods JT Vogelstein, BO Watson, AM Packer, R Yuste, B Jedynak, L Paninski Biophysical journal 97 (2), 636-655, 2009	291	2009
A coincidence-based test for uniformity given very sparsely sampled discrete data L Paninski IEEE Transactions on Information Theory 54 (10), 4750-4755, 2008	281	2008

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