Liam Paninski - Google Scholar Citations

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Citations	14329	7574
h-index	53	44
i10-index	130	108

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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, and Psychology, NYUVerified email at nyu.edu
Eftychios A. PnevmatikakisCenter for Computational Mathematics, Flatiron Institute, Simons FoundationVerified email at flatironinstitute.org
Jonathan PillowProfessor of Neuroscience & Psychology, Princeton UniversityVerified email at princeton.edu
Jon ShlensGoogle ResearchVerified email at google.com
Rafael YusteDirector, Neurotechnology Center, Columbia UniversityVerified email at columbia.edu
Yashar AhmadianUniversity of Oregon, Departments of Biology and MathematicsVerified email at uoregon.edu
John CunninghamAssociate Professor, Columbia UniversityVerified email at columbia.edu
Timothy A MachadoStanford UniversityVerified email at stanford.edu
Ari PakmanColumbia UniversityVerified email at columbia.edu
Josh MerelDeepMindVerified email at google.com
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu
Daniel SoudryAssistant ProfessorVerified email at technion.ac.il
Adam M PackerOxfordVerified email at dpag.ox.ac.uk
David PfauResearch Scientist at Google DeepMindVerified email at google.com
Rahnama Rad, KamiarBaruch College, CUNYVerified email at baruch.cuny.edu
Robert ButeraProfessor, Georgia Institute of TechnologyVerified email at gatech.edu
Quentin HuysUniversity College LondonVerified email at ucl.ac.uk
Lauren H. JepsonPostdoctoral Research Associate, Salk Institute of Biological StudiesVerified email at salk.edu
Jonathan HugginsAssistant Professor of Statistics, Boston UniversityVerified email at bu.edu

Liam Paninski

Columbia University

Verified email at stat.columbia.edu - Homepage

Neural data science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Instant neural control of a movement signal MD Serruya, NG Hatsopoulos, L Paninski, MR Fellows, JP Donoghue Nature 416 (6877), 141-142, 2002	1525	2002
Estimation of entropy and mutual information L Paninski Neural computation 15 (6), 1191-1253, 2003	1129	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	1096	2008
Neuronal dynamics: From single neurons to networks and models of cognition W Gerstner, WM Kistler, R Naud, L Paninski Cambridge University Press, 2014	620	2014
Maximum likelihood estimation of cascade point-process neural encoding models L Paninski Network: Computation in Neural Systems 15 (4), 243-262, 2004	501	2004
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	414	2016
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	377	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	346	2005
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	323	2010
Maximum likelihood estimation of a stochastic integrate-and-fire neural model L Paninski, EP Simoncelli, JW Pillow Advances in Neural Information Processing Systems, 1311-1318, 2004	318*	2004
Responses with Stochastic Stimuli EP Simoncelli, JP LLAMPANINSKI The cognitive neurosciences, 327, 2004	303	2004
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	270	1998
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	263	2010
Statistical models for neural encoding, decoding, and optimal stimulus design L Paninski, J Pillow, J Lewi Progress in brain research 165, 493-507, 2007	242	2007
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	222	2009
Convergence properties of some spike-triggered analysis techniques L Paninski Advances in neural information processing systems, 189-196, 2003	202	2003
A new look at state-space models for neural data L Paninski, Y Ahmadian, DG Ferreira, S Koyama, KR Rad, M Vidne, ... Journal of computational neuroscience 29 (1-2), 107-126, 2010	176	2010
A coincidence-based test for uniformity given very sparsely sampled discrete data L Paninski IEEE Transactions on Information Theory 54 (10), 4750-4755, 2008	162	2008
Efficient estimation of detailed single-neuron models QJM Huys, MB Ahrens, L Paninski Journal of neurophysiology 96 (2), 872-890, 2006	154	2006
Superlinear population encoding of dynamic hand trajectory in primary motor cortex L Paninski, S Shoham, MR Fellows, NG Hatsopoulos, JP Donoghue Journal of Neuroscience 24 (39), 8551-8561, 2004	144	2004

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