Wavelet Correlation of Neural Activity Bursts Generating Spikes

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

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Paper

Wavelet Correlation of Neural Activity Bursts Generating Spikes

Topics: Medical Image Detection, Acquisition, Analysis and Processing; Medical Signal Acquisition, Analysis and Processing; Physiological Processes and Bio-Signal Modeling, Non-Linear Dynamics; Time and Frequency Response; Wavelet Transform

In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 4: BIOSTEC, 201-207, 2018 , Funchal, Madeira, Portugal

Authors: S. V. Bozhokin ; I. B. Suslova and D. A. Tarakanov

Affiliation: Peter the Great Saint-Petersburg Polytechnic University, Russian Federation

Keyword(s): Continuous Wavelet Transform, Wavelet Correlation Function, Synchronization of Neurons.

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.

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Paper citation in several formats:

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) - BIOSIGNALS; ISBN 978-989-758-279-0; ISSN 2184-4305, SciTePress, pages 201-207. DOI: 10.5220/0006635102010207

@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) - BIOSIGNALS},
year={2018},
pages={201-207},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006635102010207},
isbn={978-989-758-279-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - BIOSIGNALS
TI - Wavelet Correlation of Neural Activity Bursts Generating Spikes
SN - 978-989-758-279-0
IS - 2184-4305
AU - Bozhokin, S.
AU - Suslova, I.
AU - Tarakanov, D.
PY - 2018
SP - 201
EP - 207
DO - 10.5220/0006635102010207
PB - SciTePress