Measuring coupling asymmetry and time delays in neural oscillators

Laura Cimponeriu; Michael G. Rosenblum; Anastasios Bezerianos

doi:10.1109/iembs.2005.1616856

Measuring coupling asymmetry and time delays in neural oscillators

Laura Cimponeriu, Michael G. Rosenblum, Anastasios Bezerianos

School of Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We address an important problem in neurophysiology concerning the characterization of coupled neural oscillators from experimental data. The approach employs the formal mathematical description of the dynamics of weakly coupled oscillators by the phase model, and the recently developed methods for identification of directionality of coupling and estimation of coupling delays. We study neuron oscillator models with synaptic coupling and diffusively coupled ensembles of neurons, incorporating time delays in coupling. Results of directionality analysis closely reflect the coupling strength asymmetry. In comparison with the standard cross-correlation analysis, the phase dynamics based time delays estimation provides more accurate estimates of coupling delays.

Original language	English (US)
Title of host publication	Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2033-2036
Number of pages	4
ISBN (Print)	0780387406, 9780780387409
DOIs	https://doi.org/10.1109/iembs.2005.1616856
State	Published - Jan 1 2005
Event	2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005 - Shanghai, China Duration: Sep 1 2005 → Sep 4 2005

Publication series

Name	Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Volume	7 VOLS
ISSN (Print)	0589-1019

Other

Other	2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005
Country/Territory	China
City	Shanghai
Period	9/1/05 → 9/4/05

ASJC Scopus subject areas

Signal Processing
Biomedical Engineering
Computer Vision and Pattern Recognition
Health Informatics

Access to Document

10.1109/iembs.2005.1616856

Cite this

Cimponeriu, L., Rosenblum, M. G., & Bezerianos, A. (2005). Measuring coupling asymmetry and time delays in neural oscillators. In Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005 (pp. 2033-2036). [1616856] (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 7 VOLS). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iembs.2005.1616856

Measuring coupling asymmetry and time delays in neural oscillators. / Cimponeriu, Laura; Rosenblum, Michael G.; Bezerianos, Anastasios.
Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. Institute of Electrical and Electronics Engineers Inc., 2005. p. 2033-2036 1616856 (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings; Vol. 7 VOLS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Cimponeriu, L, Rosenblum, MG & Bezerianos, A 2005, Measuring coupling asymmetry and time delays in neural oscillators. in Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005., 1616856, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, vol. 7 VOLS, Institute of Electrical and Electronics Engineers Inc., pp. 2033-2036, 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005, Shanghai, China, 9/1/05. https://doi.org/10.1109/iembs.2005.1616856

Cimponeriu L, Rosenblum MG, Bezerianos A. Measuring coupling asymmetry and time delays in neural oscillators. In Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. Institute of Electrical and Electronics Engineers Inc. 2005. p. 2033-2036. 1616856. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings). doi: 10.1109/iembs.2005.1616856

Cimponeriu, Laura ; Rosenblum, Michael G. ; Bezerianos, Anastasios. / Measuring coupling asymmetry and time delays in neural oscillators. Proceedings of the 2005 27th Annual International Conference of the Engineering in Medicine and Biology Society, IEEE-EMBS 2005. Institute of Electrical and Electronics Engineers Inc., 2005. pp. 2033-2036 (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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Measuring coupling asymmetry and time delays in neural oscillators

Abstract

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