A new multineuron spike train metric

Neural Computation
Conor Houghton, Kamal Sen

Abstract

The Victor-Purpura spike train metric has recently been extended to a family of multineuron metrics and used to analyze spike trains recorded simultaneously from pairs of proximate neurons. The metric is one of the two metrics commonly used for quantifying the distance between two spike trains; the other is the van Rossum metric. Here, we suggest an extension of the van Rossum metric to a multineuron metric. We believe this gives a metric that is both natural and easy to calculate. Both types of multineuron metric are applied to simulated data and are compared.

References

Aug 1, 1996·Journal of Neurophysiology·J D Victor, K P Purpura
Mar 20, 2001·Neural Computation·M C van Rossum
Mar 4, 2003·Journal of Neurophysiology·Dmitriy AronovJonathan D Victor
Mar 31, 2006·Journal of Neurophysiology·Rajiv NarayanKamal Sen
Jul 14, 2007·Journal of Neuroscience Methods·Thomas KreuzAntonio Politi
Jun 1, 2003·Neurocomputing·S SchreiberT J Sejnowski

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Citations

Nov 11, 2010·Journal of Comparative Physiology. A, Neuroethology, Sensory, Neural, and Behavioral Physiology·Daniela NeuhoferBernhard Ronacher
May 18, 2011·Journal of Computational Neuroscience·Wei Wu, Anuj Srivastava
Oct 12, 2012·Journal of Computational Neuroscience·Wei Wu, Anuj Srivastava
Aug 10, 2011·Proceedings of the National Academy of Sciences of the United States of America·Jan ClemensSandra Wohlgemuth
Apr 2, 2010·Journal of Neurophysiology·David M Schneider, Sarah M N Woolley
Apr 2, 2014·Neural Computation·Austin J BrockmeierJose C Principe
May 19, 2011·Journal of Neuroscience Methods·Daniel ChicharroRalph G Andrzejak
May 22, 2010·Neural Networks : the Official Journal of the International Neural Network Society·Sonja B HoferNicholas A Lesica
Jul 14, 2009·Journal of Neuroscience Methods·Thomas KreuzHenry D I Abarbanel
Sep 9, 2015·ELife·Elad GanmorElad Schneidman
Dec 1, 2010·Journal of Neuroscience Methods·Wei Wu, Anuj Srivastava
Dec 7, 2010·Journal of Neuroscience Methods·Thomas KreuzRalph G Andrzejak
Jan 13, 2011·Neural Computation·Romain BrasseletAngelo Arleo
May 10, 2012·Network : Computation in Neural Systems·Conor Houghton, Thomas Kreuz
Dec 24, 2018·Neural Computation·Conor Houghton
Mar 23, 2018·Cognitive Neurodynamics·Jinjie Zhu, Xianbin Liu
Mar 14, 2018·Proceedings of the National Academy of Sciences of the United States of America·Christophe GardellaThierry Mora
Mar 7, 2015·Journal of Neurophysiology·Thomas KreuzNebojsa Bozanic

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