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- W2000898466 abstract "The dynamics of complex neural networks modeling the self-organization process in cortical maps must include the aspects of long and short-term memory. The behavior of the network is such characterized by an equation of neural activity as a fast phenomenon and an equation of synaptic modification as a slow part of the neural system. We present new methods of analyzing the dynamics of a competitive neural system with different time scales: the K- monotone system theory developed by Kamke in 1932 as a global analysis technique and the theory of singular perturbations as a local analysis method. We also show the consequences of the stability analysis on the neural net parameters." @default.
- W2000898466 created "2016-06-24" @default.
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- W2000898466 date "1996-03-22" @default.
- W2000898466 modified "2023-10-03" @default.
- W2000898466 title "<title>Local and global stability analysis methods of multitime scale neural networks</title>" @default.
- W2000898466 doi "https://doi.org/10.1117/12.235916" @default.
- W2000898466 hasPublicationYear "1996" @default.
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