A statistical characterization of spontaneous neuronal activity signals is presented. The first set of these signals results from in vivo measurements of action potentials of invertebrate neurons; the second set was recorded from cultured neurons based on a multielectrode-array (MEA) acquisition system. The correlations of second-, third- and fourth- statistical orders of these time series were estimated and compared to each other. Our experimental results provide the basis for considering the probability density function of spontaneous activity as nongaussian, and we also conclude that most of signals associated with MEA electrodes present a high-order correlated behavior.
Source:
2nd International IEEE EMBS Conference on Neural Engineering, 2005, 340-343
TY - CONF
AU - Destro, JB
AU - Alves-Ribeiro, J
AU - Batista-Alves, C
AU - Roman-Campos, D
AU - Ide, AN
AU - Blesić, Suzana
AU - Peixoto, N
PY - 2005
UR - http://rimi.imi.bg.ac.rs/handle/123456789/121
AB - A statistical characterization of spontaneous neuronal activity signals is presented. The first set of these signals results from in vivo measurements of action potentials of invertebrate neurons; the second set was recorded from cultured neurons based on a multielectrode-array (MEA) acquisition system. The correlations of second-, third- and fourth- statistical orders of these time series were estimated and compared to each other. Our experimental results provide the basis for considering the probability density function of spontaneous activity as nongaussian, and we also conclude that most of signals associated with MEA electrodes present a high-order correlated behavior.
PB - IEEE, New York
C3 - 2nd International IEEE EMBS Conference on Neural Engineering
T1 - High-order correlations of neuronal spontaneous activity signals
EP - 343
SP - 340
DO - 10.1109/CNE.2005.1419627
UR - conv_1665
ER -
@conference{
author = "Destro, JB and Alves-Ribeiro, J and Batista-Alves, C and Roman-Campos, D and Ide, AN and Blesić, Suzana and Peixoto, N",
year = "2005",
abstract = "A statistical characterization of spontaneous neuronal activity signals is presented. The first set of these signals results from in vivo measurements of action potentials of invertebrate neurons; the second set was recorded from cultured neurons based on a multielectrode-array (MEA) acquisition system. The correlations of second-, third- and fourth- statistical orders of these time series were estimated and compared to each other. Our experimental results provide the basis for considering the probability density function of spontaneous activity as nongaussian, and we also conclude that most of signals associated with MEA electrodes present a high-order correlated behavior.",
publisher = "IEEE, New York",
journal = "2nd International IEEE EMBS Conference on Neural Engineering",
title = "High-order correlations of neuronal spontaneous activity signals",
pages = "343-340",
doi = "10.1109/CNE.2005.1419627",
url = "conv_1665"
}
Destro, J., Alves-Ribeiro, J., Batista-Alves, C., Roman-Campos, D., Ide, A., Blesić, S.,& Peixoto, N.. (2005). High-order correlations of neuronal spontaneous activity signals. in 2nd International IEEE EMBS Conference on Neural Engineering
IEEE, New York., 340-343.
https://doi.org/10.1109/CNE.2005.1419627
conv_1665
Destro J, Alves-Ribeiro J, Batista-Alves C, Roman-Campos D, Ide A, Blesić S, Peixoto N. High-order correlations of neuronal spontaneous activity signals. in 2nd International IEEE EMBS Conference on Neural Engineering. 2005;:340-343.
doi:10.1109/CNE.2005.1419627
conv_1665 .
Destro, JB, Alves-Ribeiro, J, Batista-Alves, C, Roman-Campos, D, Ide, AN, Blesić, Suzana, Peixoto, N, "High-order correlations of neuronal spontaneous activity signals" in 2nd International IEEE EMBS Conference on Neural Engineering (2005):340-343,
https://doi.org/10.1109/CNE.2005.1419627 .,
conv_1665 .
