학술논문

Evolutionary dynamics of in vitro cultures of neurons in Multi Electrode Array - MEA
Document Type
Conference
Source
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on. :78-83 Oct, 2012
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Signal Processing and Analysis
Robotics and Control Systems
Electrodes
Neurons
Complex networks
In vitro
Coherence
Time series analysis
Algorithm design and analysis
multi-electrode array
MEA
neuron culture
complex network
autoregressive model
partial directed coherence
PDC
Language
ISSN
1062-922X
Abstract
This work studies the evolution of neuronal network of in vitro cultures of neurons, in Multi-Electrode Array (MEA), using a multivariate autoregressive method and a partial directed coherence technique to obtain the causal relations between electrodes. The electrophysiological data of the hippocampal neurons of 18 days old Wistar rat embryos, were registered at Genoa University, with 3 days interval, from 25 DIV (Days In Vitro) to 46 DIV. The analysis of the obtained connectivity results, using the above mentioned statistical methods, was performed evaluating complex network properties, considering the MEA electrodes as nodes. The conclusion is that the described method is adequate to analyze the evolution of the cultured neuronal network.