Neural Computing and Applications

, Volume 19, Issue 3, pp 405–419

A comparison of binless spike train measures

  • António R. C. Paiva
  • Il Park
  • José C. Príncipe
Original Article

DOI: 10.1007/s00521-009-0307-6

Cite this article as:
Paiva, A.R.C., Park, I. & Príncipe, J.C. Neural Comput & Applic (2010) 19: 405. doi:10.1007/s00521-009-0307-6

Abstract

Several binless spike train measures which avoid the limitations of binning have been recently been proposed in the literature. This paper presents a systematic comparison of these measures in three simulated paradigms designed to address specific situations of interest in spike train analysis where the relevant feature may be in the form of firing rate, firing rate modulations, and/or synchrony. The measures are first disseminated and extended for ease of comparison. It also discusses how the measures can be used to measure dissimilarity in spike trains' firing rate despite their explicit formulation for synchrony.

Keywords

Distance measuresSpike train analysis

Copyright information

© Springer-Verlag London Limited 2009

Authors and Affiliations

  • António R. C. Paiva
    • 1
  • Il Park
    • 1
  • José C. Príncipe
    • 1
  1. 1.Department of Electrical and Computer EngineeringUniversity of FloridaGainesvilleUSA