Synchronization of machine learning oscillators in complex networks

DOI10.1016/J.INS.2023.02.028MaRDI QIDQ6496158

Zhuo-Ming Ren, Jie Zhang, Hui-Jie Yang, Tongfeng Weng, Michael Small, Xiaolu Chen

Publication date: 2 May 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

bifurcationsynchronizationcomplex networksreservoir computing approach

Mathematics Subject Classification ID

Dynamical systems and ergodic theory (37-XX) Ordinary differential equations (34-XX)

Cites Work

• Reservoir computing approaches to recurrent neural network training
• The Kuramoto model in complex networks
• Extension of the local subspace method to enhancement of speech with colored noise
• Human face recognition based on multidimensional PCA and extreme learning machine
• Emergence of Scaling in Random Networks
• Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
• COMPLEX NETWORKS: TOPOLOGY, DYNAMICS AND SYNCHRONIZATION

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