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Codebase for the publication "Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data"

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ManuelCiba/spike-train-ml-bic

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Description

Codebase for the publication: Ciba, M., Petzold, M., Alves, C. L., Rodrigues, F. A., Jimbo, Y., & Thielemann, C. (2025). Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data. Scientific Reports, 15(1), 15128.

Download: https://www.nature.com/articles/s41598-025-99479-7

How to use

  • Install packages using "requirements.txt" (Python version 3.10 was used).
  • Run the script "main.py".
  • Please note, that the source data folder is not included.

For any questions please contact manuel.ciba@th-ab.de or biomems.lab.thab@gmail.com

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Codebase for the publication "Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data"

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