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Functional synchrony for point processes

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Published

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Functional synchrony for point processes. / Park, Juhyun.

Contributions in infinite-dimensional statistics and related topics. Societa Editorice Esculapio, 2014. p. 203-208.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Harvard

Park, J 2014, Functional synchrony for point processes. in Contributions in infinite-dimensional statistics and related topics. Societa Editorice Esculapio, pp. 203-208.

APA

Park, J. (2014). Functional synchrony for point processes. In Contributions in infinite-dimensional statistics and related topics (pp. 203-208). Societa Editorice Esculapio.

Vancouver

Park J. Functional synchrony for point processes. In Contributions in infinite-dimensional statistics and related topics. Societa Editorice Esculapio. 2014. p. 203-208

Author

Park, Juhyun. / Functional synchrony for point processes. Contributions in infinite-dimensional statistics and related topics. Societa Editorice Esculapio, 2014. pp. 203-208

Bibtex

@inproceedings{7efc82d52f894d5ea2f25fc6fc28ea2c,
title = "Functional synchrony for point processes",
abstract = "We consider the problem of defining a measure of association between multiple point processes. Motivated by the idea of neuronal synchrony between the spike train signals, we propose a measure of functional synchrony based on the convolution of the processes. We show that allowing for flexibility in the choice of the kernel functions leads to the formulation of the problem as a penalised functional CCA (canonical correlation analysis).",
author = "Juhyun Park",
year = "2014",
language = "English",
isbn = "8874887639",
pages = "203--208",
booktitle = "Contributions in infinite-dimensional statistics and related topics",
publisher = "Societa Editorice Esculapio",

}

RIS

TY - GEN

T1 - Functional synchrony for point processes

AU - Park, Juhyun

PY - 2014

Y1 - 2014

N2 - We consider the problem of defining a measure of association between multiple point processes. Motivated by the idea of neuronal synchrony between the spike train signals, we propose a measure of functional synchrony based on the convolution of the processes. We show that allowing for flexibility in the choice of the kernel functions leads to the formulation of the problem as a penalised functional CCA (canonical correlation analysis).

AB - We consider the problem of defining a measure of association between multiple point processes. Motivated by the idea of neuronal synchrony between the spike train signals, we propose a measure of functional synchrony based on the convolution of the processes. We show that allowing for flexibility in the choice of the kernel functions leads to the formulation of the problem as a penalised functional CCA (canonical correlation analysis).

M3 - Conference contribution/Paper

SN - 8874887639

SP - 203

EP - 208

BT - Contributions in infinite-dimensional statistics and related topics

PB - Societa Editorice Esculapio

ER -