Liam Paninski

Liam Paninski

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Liam Paninski

Liam Paninski

Publications by authors named "Liam Paninski"

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Reinforcement Learning Recruits Somata and Apical Dendrites across Layers of Primary Sensory Cortex.

Cell Rep 2019 Feb;26(8):2000-2008.e2

Department of Neuroscience, Mortimer Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY 10027, USA; Kavli Institute for Brain Science, Columbia University, New York, NY 10027, USA. Electronic address:

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http://dx.doi.org/10.1016/j.celrep.2019.01.093DOI Listing
February 2019

Anxiety Cells in a Hippocampal-Hypothalamic Circuit.

Neuron 2018 02 31;97(3):670-683.e6. Epub 2018 Jan 31.

Department of Psychiatry, University of California, San Francisco, San Francisco, CA, USA; Neuroscience Graduate Program, University of California, San Francisco, San Francisco, CA, USA; Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, USA; Kavli Institute for Fundamental Neuroscience, University of California, San Francisco, San Francisco, CA, USA; Center for Integrative Neuroscience, University of California, San Francisco, San Francisco, CA, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2018.01.016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877404PMC
February 2018

Electrical stimulus artifact cancellation and neural spike detection on large multi-electrode arrays.

PLoS Comput Biol 2017 Nov 13;13(11):e1005842. Epub 2017 Nov 13.

Statistics Department, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1005842DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703587PMC
November 2017

Multi-scale approaches for high-speed imaging and analysis of large neural populations.

PLoS Comput Biol 2017 Aug 3;13(8):e1005685. Epub 2017 Aug 3.

Department of Statistics, Grossman Center for the Statistics of Mind, and Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1005685DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557609PMC
August 2017

The Spatiotemporal Organization of the Striatum Encodes Action Space.

Neuron 2017 Aug;95(5):1171-1180.e7

Champalimaud Neuroscience Program, Champalimaud Foundation, Lisbon 1400-038, Portugal; Department of Neuroscience, Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY 10027, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2017.08.015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5584673PMC
August 2017

Fast online deconvolution of calcium imaging data.

PLoS Comput Biol 2017 03 14;13(3):e1005423. Epub 2017 Mar 14.

Department of Statistics, Grossman Center for the Statistics of Mind, and Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1005423DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5370160PMC
March 2017

Bayesian methods for event analysis of intracellular currents.

J Neurosci Methods 2016 08 18;269:21-32. Epub 2016 May 18.

Neurobiology and Behavior Program, Columbia University, United States; Center for Theoretical Neuroscience, Columbia University, United States; Department of Statistics, Columbia University, United States; Grossman Center for the Statistics of Mind, Columbia University, United States.

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http://dx.doi.org/10.1016/j.jneumeth.2016.05.015DOI Listing
August 2016

Neuroprosthetic Decoder Training as Imitation Learning.

PLoS Comput Biol 2016 05 18;12(5):e1004948. Epub 2016 May 18.

Neurobiology and Behavior program, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1004948DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4871564PMC
May 2016

Population-Level Representation of a Temporal Sequence Underlying Song Production in the Zebra Finch.

Neuron 2016 05;90(4):866-76

New York University Neuroscience Institute and Department of Otolaryngology, New York University Langone Medical Center, New York, NY 10016, USA; Center for Neural Science, New York University, New York, NY 10003, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2016.02.016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4941616PMC
May 2016

Bayesian Sparse Regression Analysis Documents the Diversity of Spinal Inhibitory Interneurons.

Cell 2016 Mar 3;165(1):220-233. Epub 2016 Mar 3.

Department of Neuroscience, Columbia University, New York, NY 10032, USA; Department of Statistics and Grossman Center for the Statistics of Mind, Columbia University, New York, NY 10027, USA. Electronic address:

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http://dx.doi.org/10.1016/j.cell.2016.01.026DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831714PMC
March 2016

Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data.

Neuron 2016 Jan 7;89(2):285-99. Epub 2016 Jan 7.

Department of Statistics, Center for Theoretical Neuroscience, and Grossman Center for the Statistics of Mind, Columbia University, New York, NY 10027, USA; Department of Neuroscience and Kavli Institute of Brain Science, Columbia University, New York, NY 10032, USA; Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY 10032, USA; Neurotechnology Center, Department of Biological Sciences, Columbia University, New York, NY 10027, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2015.11.037DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4881387PMC
January 2016

Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data.

PLoS Comput Biol 2015 Oct 14;11(10):e1004464. Epub 2015 Oct 14.

Department of Statistics, Department of Neuroscience, the Center for Theoretical Neuroscience, the Grossman Center for the Statistics of Mind, the Kavli Institute for Brain Science, and the NeuroTechnology Center, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1004464DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605541PMC
October 2015

Primacy of Flexor Locomotor Pattern Revealed by Ancestral Reversion of Motor Neuron Identity.

Cell 2015 Jul;162(2):338-350

Departments of Neuroscience and Biochemistry and Molecular Biophysics, Howard Hughes Medical Institute, Kavli Institute of Brain Science, Columbia University, New York, NY 10032, USA.

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http://dx.doi.org/10.1016/j.cell.2015.06.036DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4540486PMC
July 2015

Encoder-decoder optimization for brain-computer interfaces.

PLoS Comput Biol 2015 Jun 1;11(6):e1004288. Epub 2015 Jun 1.

Statistics Department, Columbia University, New York, New York, United States of America.

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http://dx.doi.org/10.1371/journal.pcbi.1004288DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4451011PMC
June 2015

On quadrature methods for refractory point process likelihoods.

Neural Comput 2014 Dec 23;26(12):2790-7. Epub 2014 Sep 23.

Department of Statistics and Grossman Center for the Statistics of Mind, Columbia University, New York, NY 10027, U.S.A.

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http://dx.doi.org/10.1162/NECO_a_00676DOI Listing
December 2014

Spatiotemporal receptive fields of barrel cortex revealed by reverse correlation of synaptic input.

Nat Neurosci 2014 Jun 18;17(6):866-75. Epub 2014 May 18.

1] Department of Neuroscience, Columbia University, New York, New York, USA. [2] Kavli Institute for Brain Science, Columbia University, New York, New York, USA.

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http://dx.doi.org/10.1038/nn.3720DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4203687PMC
June 2014

Fast inference in generalized linear models via expected log-likelihoods.

J Comput Neurosci 2014 Apr 6;36(2):215-34. Epub 2013 Jul 6.

Weill Cornell Medical College, New York, NY, USA,

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http://dx.doi.org/10.1007/s10827-013-0466-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374573PMC
April 2014

Computing loss of efficiency in optimal Bayesian decoders given noisy or incomplete spike trains.

Network 2013 ;24(2):75-98

Department of Chemistry, Columbia University, New York, NY 10027, USA.

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http://dx.doi.org/10.3109/0954898X.2013.789568DOI Listing
January 2014

Decoding arm and hand movements across layers of the macaque frontal cortices.

Conf Proc IEEE Eng Med Biol Soc 2012 ;2012:1757-60

Center for Neural Science, New York University, NY, USA.

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http://dx.doi.org/10.1109/EMBC.2012.6346289DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4180282PMC
July 2013

A Bayesian compressed-sensing approach for reconstructing neural connectivity from subsampled anatomical data.

J Comput Neurosci 2012 Oct 22;33(2):371-88. Epub 2012 Mar 22.

Department of Engineering, Toros University, Bahcelievler Campus, 1857 St No 12, Yenisehir 33140, Mersin, Turkey.

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http://dx.doi.org/10.1007/s10827-012-0390-zDOI Listing
October 2012

Inferring synaptic inputs given a noisy voltage trace via sequential Monte Carlo methods.

J Comput Neurosci 2012 Aug 17;33(1):1-19. Epub 2011 Nov 17.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York City, NY, USA.

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http://dx.doi.org/10.1007/s10827-011-0371-7DOI Listing
August 2012

Modeling the impact of common noise inputs on the network activity of retinal ganglion cells.

J Comput Neurosci 2012 Aug 29;33(1):97-121. Epub 2011 Dec 29.

Department of Applied Physics & Applied Mathematics, Center for Theoretical Neuroscience, Columbia University, New York, NY, USA.

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http://dx.doi.org/10.1007/s10827-011-0376-2DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3560841PMC
August 2012

EMG prediction from motor cortical recordings via a nonnegative point-process filter.

IEEE Trans Biomed Eng 2012 Jul 9;59(7):1829-38. Epub 2011 Jun 9.

University of Birmingham, Birmingham, B15 2TT, U.K.

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http://dx.doi.org/10.1109/TBME.2011.2159115DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3491878PMC
July 2012

Fast spatiotemporal smoothing of calcium measurements in dendritic trees.

PLoS Comput Biol 2012 Jun 28;8(6):e1002569. Epub 2012 Jun 28.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, New York, USA.

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http://dx.doi.org/10.1371/journal.pcbi.1002569DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386185PMC
June 2012

Optimal experimental design for sampling voltage on dendritic trees in the low-SNR regime.

J Comput Neurosci 2012 Apr 23;32(2):347-66. Epub 2011 Aug 23.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, 1255 Amsterdam Ave., New York, NY 10027, USA.

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http://dx.doi.org/10.1007/s10827-011-0357-5DOI Listing
April 2012

Designing optimal stimuli to control neuronal spike timing.

J Neurophysiol 2011 Aug 20;106(2):1038-53. Epub 2011 Apr 20.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, NY 10032, USA.

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http://dx.doi.org/10.1152/jn.00427.2010DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3154808PMC
August 2011

Imaging action potentials with calcium indicators.

Cold Spring Harb Protoc 2011 Aug 1;2011(8):985-9. Epub 2011 Aug 1.

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http://www.cshprotocols.org/cgi/doi/10.1101/pdb.prot5650
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http://dx.doi.org/10.1101/pdb.prot5650DOI Listing
August 2011

Hidden Markov models for the stimulus-response relationships of multistate neural systems.

Neural Comput 2011 May 7;23(5):1071-132. Epub 2011 Feb 7.

Center for Theoretical Neuroscience and Department of Psychiatry, Columbia University, New York, NY 10032, USA.

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http://dx.doi.org/10.1162/NECO_a_00118DOI Listing
May 2011

Efficient, adaptive estimation of two-dimensional firing rate surfaces via Gaussian process methods.

Network 2010 ;21(3-4):142-68

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, USA.

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http://dx.doi.org/10.3109/0954898X.2010.532288DOI Listing
March 2011

Kalman filter mixture model for spike sorting of non-stationary data.

J Neurosci Methods 2011 Mar 21;196(1):159-69. Epub 2010 Dec 21.

Center for Theoretical Neuroscience, Columbia University, 1051 Riverside Dr., New York, NY 10032, United States.

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http://dx.doi.org/10.1016/j.jneumeth.2010.12.002DOI Listing
March 2011

Automating the design of informative sequences of sensory stimuli.

J Comput Neurosci 2011 Feb 16;30(1):181-200. Epub 2010 Jun 16.

Georgia Institute of Technology, Atlanta, GA 30332, USA.

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http://dx.doi.org/10.1007/s10827-010-0248-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3244976PMC
February 2011

Model-based decoding, information estimation, and change-point detection techniques for multineuron spike trains.

Neural Comput 2011 Jan 21;23(1):1-45. Epub 2010 Oct 21.

Center for Perceptual Systems, University of Texas at Austin, Austin, TX 78751, USA.

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http://dx.doi.org/10.1162/NECO_a_00058DOI Listing
January 2011

Efficient Markov chain Monte Carlo methods for decoding neural spike trains.

Neural Comput 2011 Jan 21;23(1):46-96. Epub 2010 Oct 21.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, New York 10027, USA.

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http://dx.doi.org/10.1162/NECO_a_00059DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4740351PMC
January 2011

Fast nonnegative deconvolution for spike train inference from population calcium imaging.

J Neurophysiol 2010 Dec 16;104(6):3691-704. Epub 2010 Jun 16.

Johns Hopkins University, Department of Neuroscience, 3400 N. Charles St., Baltimore, MD 21205, USA.

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http://dx.doi.org/10.1152/jn.01073.2009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3007657PMC
December 2010

Efficient computation of the maximum a posteriori path and parameter estimation in integrate-and-fire and more general state-space models.

J Comput Neurosci 2010 Aug 28;29(1-2):89-105. Epub 2009 Apr 28.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, NY, USA.

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http://dx.doi.org/10.1007/s10827-009-0150-xDOI Listing
August 2010

A new look at state-space models for neural data.

J Comput Neurosci 2010 Aug 1;29(1-2):107-126. Epub 2009 Aug 1.

Department of Statistics, Florida State University, Tallahassee, FL, USA.

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http://dx.doi.org/10.1007/s10827-009-0179-xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712521PMC
August 2010

Population decoding of motor cortical activity using a generalized linear model with hidden states.

J Neurosci Methods 2010 Jun 30;189(2):267-80. Epub 2010 Mar 30.

Department of Statistics, Florida State University, 117 N Woodward Ave, Tallahassee, FL 32306-4330, USA.

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http://dx.doi.org/10.1016/j.jneumeth.2010.03.024DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2921213PMC
June 2010

Fast Kalman filtering on quasilinear dendritic trees.

Authors:
Liam Paninski

J Comput Neurosci 2010 Apr 27;28(2):211-28. Epub 2009 Nov 27.

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, NY, USA.

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http://dx.doi.org/10.1007/s10827-009-0200-4DOI Listing
April 2010

The relationship between optimal and biologically plausible decoding of stimulus velocity in the retina.

J Opt Soc Am A Opt Image Sci Vis 2009 Nov;26(11):B25-42

Trinity Centre for Bioengineering and Institute of Neuroscience, Trinity College Dublin, College Green, Dublin 2, Ireland.

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http://dx.doi.org/10.1364/JOSAA.26.000B25DOI Listing
November 2009

Neural decoding of hand motion using a linear state-space model with hidden states.

IEEE Trans Neural Syst Rehabil Eng 2009 Aug 2;17(4):370-8. Epub 2009 Jun 2.

Department of Statistics, Florida State University, Tallahassee, FL 32306, USA.

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http://dx.doi.org/10.1109/TNSRE.2009.2023307DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4484239PMC
August 2009

Maximally reliable Markov chains under energy constraints.

Neural Comput 2009 Jul;21(7):1863-912

Center for Theoretical Neuroscience and M.D./Ph.D. Program, Columbia University, New York, NY 10032, U.S.A.

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http://dx.doi.org/10.1162/neco.2009.08-08-843DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3170776PMC
July 2009

Spike inference from calcium imaging using sequential Monte Carlo methods.

Biophys J 2009 Jul;97(2):636-55

Department of Neuroscience, The Johns Hopkins School of Medicine, Baltimore, Maryland, USA.

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http://dx.doi.org/10.1016/j.bpj.2008.08.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2711341PMC
July 2009

Smoothing of, and parameter estimation from, noisy biophysical recordings.

PLoS Comput Biol 2009 May 8;5(5):e1000379. Epub 2009 May 8.

Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom.

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http://dx.doi.org/10.1371/journal.pcbi.1000379DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2676511PMC
May 2009

Mean-field approximations for coupled populations of generalized linear model spiking neurons with Markov refractoriness.

Neural Comput 2009 May;21(5):1203-43

Department of Neuroscience, Columbia University, New York, NY 10032, USA.

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http://dx.doi.org/10.1162/neco.2008.04-08-757DOI Listing
May 2009

Sequential optimal design of neurophysiology experiments.

Neural Comput 2009 Mar;21(3):619-87

Bioengineering Graduate Program, Wallace H. Coulter Department of Biomedical Engineering, Laboratory for Neuroengineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.

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http://dx.doi.org/10.1162/neco.2008.08-07-594DOI Listing
March 2009

Bayesian image recovery for dendritic structures under low signal-to-noise conditions.

IEEE Trans Image Process 2009 Mar;18(3):471-82

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, NY 10027, USA.

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http://dx.doi.org/10.1109/TIP.2008.2010212DOI Listing
March 2009

Spatio-temporal correlations and visual signalling in a complete neuronal population.

Nature 2008 Aug 23;454(7207):995-9. Epub 2008 Jul 23.

Gatsby Computational Neuroscience Unit, UCL, 17 Queen Square, London WC1N 3AR, UK.

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http://dx.doi.org/10.1038/nature07140DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2684455PMC
August 2008

Statistical models for neural encoding, decoding, and optimal stimulus design.

Prog Brain Res 2007 ;165:493-507

Department of Statistics and Center for Theoretical Neuroscience, Columbia University, New York, NY, USA.

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http://dx.doi.org/10.1016/S0079-6123(06)65031-0DOI Listing
July 2008

Inferring input nonlinearities in neural encoding models.

Network 2008 ;19(1):35-67

Gatsby Computational Neuroscience Unit, University College London, London, UK.

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http://dx.doi.org/10.1080/09548980701813936DOI Listing
April 2008

Efficient model-based design of neurophysiological experiments.

Conf Proc IEEE Eng Med Biol Soc 2006 ;1:599-602

School of Bioengineering, Georgia Institute of Technology, USA.

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http://dx.doi.org/10.1109/IEMBS.2006.260690DOI Listing
March 2008

Integral equation methods for computing likelihoods and their derivatives in the stochastic integrate-and-fire model.

J Comput Neurosci 2008 Feb 10;24(1):69-79. Epub 2007 May 10.

Department of Statistics, Columbia University, New York, NY, USA.

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http://link.springer.com/10.1007/s10827-007-0042-x
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http://dx.doi.org/10.1007/s10827-007-0042-xDOI Listing
February 2008

Common-input models for multiple neural spike-train data.

Network 2007 Dec;18(4):375-407

Center for Theoretical Neuroscience, Columbia University, New York 10032, USA.

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http://dx.doi.org/10.1080/09548980701625173DOI Listing
December 2007

Linear encoding of muscle activity in primary motor cortex and cerebellum.

J Neurophysiol 2006 Nov 21;96(5):2578-92. Epub 2006 Jun 21.

Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London UK WC1N 3BG.

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http://dx.doi.org/10.1152/jn.01086.2005DOI Listing
November 2006

The spike-triggered average of the integrate-and-fire cell driven by gaussian white noise.

Authors:
Liam Paninski

Neural Comput 2006 Nov;18(11):2592-616

Department of Statistics, New York University, New York, NY 10027, USA.

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http://dx.doi.org/10.1162/neco.2006.18.11.2592DOI Listing
November 2006

Efficient estimation of detailed single-neuron models.

J Neurophysiol 2006 Aug 19;96(2):872-90. Epub 2006 Apr 19.

Gatsby Computational Neuroscience Unit, University College London, UK.

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http://dx.doi.org/10.1152/jn.00079.2006DOI Listing
August 2006

The most likely voltage path and large deviations approximations for integrate-and-fire neurons.

Authors:
Liam Paninski

J Comput Neurosci 2006 Aug 22;21(1):71-87. Epub 2006 Apr 22.

Department of Statistics, Columbia University, Columbia.

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http://dx.doi.org/10.1007/s10827-006-7200-4DOI Listing
August 2006

Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model.

J Neurosci 2005 Nov;25(47):11003-13

Howard Hughes Medical Institute, Center for Neural Science, Courant Institute of Mathematical Sciences, New York University, New York, New York 10003, USA.

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http://dx.doi.org/10.1523/JNEUROSCI.3305-05.2005DOI Listing
November 2005

Asymptotic theory of information-theoretic experimental design.

Authors:
Liam Paninski

Neural Comput 2005 Jul;17(7):1480-507

Gatsby Computational Neuroscience Unit, University College London, London, WC1N 3AR, UK.

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http://dx.doi.org/10.1162/0899766053723032DOI Listing
July 2005

Statistical encoding model for a primary motor cortical brain-machine interface.

IEEE Trans Biomed Eng 2005 Jul;52(7):1312-22

Faculty of Biomedical Engineering, the Technion, Israel Institute of Technology, Haifa 32000, Israel.

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http://www.stat.columbia.edu/~liam/research/pubs/ieee-bme-05
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http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumbe
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http://dx.doi.org/10.1109/TBME.2005.847542DOI Listing
July 2005

Maximum likelihood estimation of a stochastic integrate-and-fire neural encoding model.

Neural Comput 2004 Dec;16(12):2533-61

Howard Hughes Medical Institute, Center for Neural Science, New York University, New York, NY 10003, USA.

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http://dx.doi.org/10.1162/0899766042321797DOI Listing
December 2004

Maximum likelihood estimation of cascade point-process neural encoding models.

Authors:
Liam Paninski

Network 2004 Nov;15(4):243-62

Gatsby Computational Neuroscience Unit, University College London, UK.

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November 2004

Superlinear population encoding of dynamic hand trajectory in primary motor cortex.

J Neurosci 2004 Sep;24(39):8551-61

Gatsby Computational Neuroscience Unit, University College London, London, United Kingdom WC1N 3AR.

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http://dx.doi.org/10.1523/JNEUROSCI.0919-04.2004DOI Listing
September 2004

Spatiotemporal tuning of motor cortical neurons for hand position and velocity.

J Neurophysiol 2004 Jan 17;91(1):515-32. Epub 2003 Sep 17.

Center for Neural Science, New York University, New York, New York 10003, USA.

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http://dx.doi.org/10.1152/jn.00587.2002DOI Listing
January 2004

Convergence properties of three spike-triggered analysis techniques.

Authors:
Liam Paninski

Network 2003 Aug;14(3):437-64

Center for Neural Science, New York University, 4 Washington Place, New York, NY 10003, USA.

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August 2003

Sequential movement representations based on correlated neuronal activity.

Exp Brain Res 2003 Apr 19;149(4):478-86. Epub 2003 Feb 19.

Department of Organismal Biology and Anatomy, University of Chicago, 1027 East 57th Street, Chicago, IL 60637, USA.

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http://dx.doi.org/10.1007/s00221-003-1385-9DOI Listing
April 2003

Robustness of neuroprosthetic decoding algorithms.

Biol Cybern 2003 Mar;88(3):219-28

Department of Neuroscience, Brown University, Providence, RI 02912, USA.

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http://dx.doi.org/10.1007/s00422-002-0374-6DOI Listing
March 2003

Instant neural control of a movement signal.

Nature 2002 Mar;416(6877):141-2

Department of Neuroscience, Box 1953, Brown University, Providence, Rhode Island 02912, USA.

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http://dx.doi.org/10.1038/416141aDOI Listing
March 2002