Wavelet Correlation of Neural Activity Bursts Generating Spikes

S. V. Bozhokin, I. B. Suslova, D. A. Tarakanov

2018

Abstract

We study neural activity synchronization on the basis of instantaneous wavelet correlation function and simple mathematical model of brain bursts carrying several spikes. The approach allows us to obtain analytical solution for two neurons generating a given number of spikes and estimate the coupled behavior of neurons at different time moments. Neural activity is simulated as a superposition of elementary nonstationary Gaussian signals with some given parameters. Time-frequency properties of neural signals are studied by continuous wavelet transform with adaptive Morlet mother wavelet function.

Paper Citation

in Harvard Style

Bozhokin S., Suslova I. and Tarakanov D. (2018). Wavelet Correlation of Neural Activity Bursts Generating Spikes. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 4: BIOSIGNALS; ISBN 978-989-758-279-0, SciTePress, pages 201-207. DOI: 10.5220/0006635102010207

in Bibtex Style

@conference{biosignals18,
author={S. V. Bozhokin and I. B. Suslova and D. A. Tarakanov},
title={Wavelet Correlation of Neural Activity Bursts Generating Spikes},
booktitle={Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 4: BIOSIGNALS},
year={2018},
pages={201-207},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006635102010207},
isbn={978-989-758-279-0},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 4: BIOSIGNALS
TI - Wavelet Correlation of Neural Activity Bursts Generating Spikes
SN - 978-989-758-279-0
AU - Bozhokin S.
AU - Suslova I.
AU - Tarakanov D.
PY - 2018
SP - 201
EP - 207
DO - 10.5220/0006635102010207
PB - SciTePress