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• W2012109990 abstract "We derive a canonical model for gradient frequency neural networks (GFNNs) capable of processing time-varying external stimuli. First, we employ normal form theory to derive a fully expanded model of neural oscillation. Next, we generalize from the single oscillator model to heterogeneous frequency networks with an external input. Finally, we define the GFNN and illustrate nonlinear time-frequency transformation of a time-varying external stimulus. This model facilitates the study of nonlinear time-frequency transformation, a topic of critical importance in auditory signal processing." @default.
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• W2012109990 date "2010-06-01" @default.
• W2012109990 modified "2023-10-18" @default.
• W2012109990 title "A canonical model for gradient frequency neural networks" @default.
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• W2012109990 doi "https://doi.org/10.1016/j.physd.2009.11.015" @default.
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