| Title: | OS9-6 New methodology of neural network reconstruction for "in vitro" culture on MultiElectrode Array (MEA) |
|---|---|
| Publication: | ICAROB2018 |
| Volume: | 23 |
| Pages: | 481-484 |
| ISSN: | 2188-7829 |
| DOI: | 10.5954/ICAROB.2018.OS9-6 |
| Author(s): | Timothee Leleu, Timothee Levi, Takashi Kohno, Kazuyuki Aihara |
| Publication Date: | February 2, 2018 |
| Keywords: | Network structure reconstruction, packets of spikes, neuronal avalanches, cultured neuronal networks |
| Abstract: | Techniques for inferring the network structure are generally based on cross-correlations and result in ambiguous reconstruction. Recently, we have proposed a method for which there is one-to-one correspondence between statistical properties of packets of spikes (or avalanches) and the network structure. This method utilizes higher order statistics of spike trains. We show using numerical simulations of biologically realistic neuron models that the proposed method is general, and is well-fitted for the analysis of cultured neuronal networks coupled to microelectrode arrays. |
| PDF File: | https://alife-robotics.co.jp/members2018/icarob/data/html/data/OS_pdf/OS9/OS9-6.pdf |
| Copyright: | © The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/ |
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