Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data (2025)
- Authors:
- Autor USP: RODRIGUES, FRANCISCO APARECIDO - ICMC
- Unidade: ICMC
- DOI: 10.1038/s41598-025-99479-7
- Subjects: APRENDIZADO COMPUTACIONAL; REDES COMPLEXAS; NEUROFARMACOLOGIA
- Language: Inglês
- Imprenta:
- Source:
- Título: Scientific Reports
- ISSN: 2045-2322
- Volume/Número/Paginação/Ano: v. 15, p. 1-14, 2025
- Este periódico é de acesso aberto
- Este artigo NÃO é de acesso aberto
-
ABNT
CIBA, Manuel et al. Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data. Scientific Reports, v. 15, p. 1-14, 2025Tradução . . Disponível em: https://doi.org/10.1038/s41598-025-99479-7. Acesso em: 27 jan. 2026. -
APA
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, 1-14. doi:10.1038/s41598-025-99479-7 -
NLM
Ciba M, Petzold M, Alves CL, Rodrigues FA, Jimbo Y, Thielemann C. Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data [Internet]. Scientific Reports. 2025 ; 15 1-14.[citado 2026 jan. 27 ] Available from: https://doi.org/10.1038/s41598-025-99479-7 -
Vancouver
Ciba M, Petzold M, Alves CL, Rodrigues FA, Jimbo Y, Thielemann C. Machine learning and complex network analysis of drug effects on neuronal microelectrode biosensor data [Internet]. Scientific Reports. 2025 ; 15 1-14.[citado 2026 jan. 27 ] Available from: https://doi.org/10.1038/s41598-025-99479-7 - Tweaking synchronization by connectivity modifications
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- Collective dynamics in two populations of noisy oscillators with asymmetric interactions
- The Kuramoto model in complex networks
- Effects of assortative mixing in the second-order Kuramoto model
- Cooperative behavior between oscillatory and excitable units: the peculiar role of positive coupling-frequency correlations
- Sincronização explosiva: análise da influência das frequências na explosividade
- Multiplex networks: basic formalism and structural properties
- The role of community structure on the nature of explosive synchronization
- The impact of social curiosity on information spreading on networks
Informações sobre o DOI: 10.1038/s41598-025-99479-7 (Fonte: oaDOI API)
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