Electronic Journal of Statistics

Analysis of spike train data: Discussion of results

Wei Wu, Nicholas G. Hatsopoulos, and Anuj Srivastava

Full-text: Open access

Abstract

In this paper we summarize and comment on different techniques presented for analyzing spike train data.

Article information

Source
Electron. J. Statist., Volume 8, Number 2 (2014), 1808-1810.

Dates
First available in Project Euclid: 29 October 2014

Permanent link to this document
https://projecteuclid.org/euclid.ejs/1414588166

Digital Object Identifier
doi:10.1214/14-EJS865REJ

Mathematical Reviews number (MathSciNet)
MR3273598

Zentralblatt MATH identifier
1305.62333

Keywords
Function registration phase-amplitude separation phase comparison neural spike train motor cortex

Citation

Wu, Wei; Hatsopoulos, Nicholas G.; Srivastava, Anuj. Analysis of spike train data: Discussion of results. Electron. J. Statist. 8 (2014), no. 2, 1808--1810. doi:10.1214/14-EJS865REJ. https://projecteuclid.org/euclid.ejs/1414588166


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References

  • [1] Cheng, W., Dryden, I. L., Hitchcock, D. B., and Le, H. (2014). Analysis of spike train data: Classification and Bayesian alignment., Electron. J. Statist. 8 1786–1792, Special Section on Statistics of Time Warpings and Phase Variations.
  • [2] Hadjipantelis, P. Z., Aston, J. A. D., Müller, H.-G., and Moriarty, J. (2014). Analysis of spike train data: A multivariate mixed effects model for phase and amplitude., Electron. J. Statist. 8 1797–1807, Special Section on Statistics of Time Warpings and Phase Variations.
  • [3] Lu, X. and Marron, J. S. (2014). Analysis of spike train data: Comparison between the real and the simulated data., Electron. J. Statist. 8 1793–1796, Special Section on Statistics of Time Warpings and Phase Variations.
  • [4] Patriarca, M., Sangalli, L. M., Secchi, P., and Vantini, S. (2014). Analysis of spike train data: An application of $k$-mean alignment., Electron. J. Statist. 8 1769–1775, Special Section on Statistics of Time Warpings and Phase Variations.
  • [5] Wu, W. and Srivastava, A. (2014). Analysis of spike train data: Alignment and comparisons using the extended Fisher-Rao metric., Electron. J. Statist. 8 1776–1785, Special Section on Statistics of Time Warpings and Phase Variations.

See also

  • Related item: Wu, W., Hatsopoulos, N. G. and Srivastava, A. (2014). Introduction to neural spike train data for phase-amplitude analysis. Electron. J. Statist. 8 1759–1768.