• DocumentCode
    2463446
  • Title

    Evolutionary dynamics of in vitro cultures of neurons in Multi Electrode Array - MEA

  • Author

    Rodriguez, Mayra Zegarra ; Pedrino, Emerson Carlos ; Saito, José Hiroki ; Filho, João Batista Destro

  • Author_Institution
    Fed. Univ. of Sao Carlos, Sao Paulo, Brazil
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    78
  • Lastpage
    83
  • 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.
  • Keywords
    autoregressive processes; bioelectric phenomena; biomedical electrodes; medical signal processing; neurophysiology; statistical analysis; Genoa University; MEA electrodes; cultured neuronal network; electrophysiological data; evolutionary dynamics; hippocampal neurons; multielectrode array; multivariate autoregressive method; neuronal network evolution; nodes; old Wistar rat embryos; partial directed coherence technique; statistical methods; time 18 d; time 3 d; Algorithm design and analysis; Coherence; Complex networks; Electrodes; In vitro; Neurons; Time series analysis; MEA; PDC; autoregressive model; complex network; multi-electrode array; neuron culture; partial directed coherence;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4673-1713-9
  • Electronic_ISBN
    978-1-4673-1712-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2012.6377680
  • Filename
    6377680