Data-Driven Modeling of Weakly Nonlinear Circuits via Generalized Transfer Function Approximation
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DOI: 10.1109/access.2024.3520388
Abstract: This paper presents an extension of the Vector Fitting algorithm with the purpose of constructing compact behavioral models of weakly nonlinear circuits starting from frequency-domain input-output data. Using the concept of generalized transfer function provided… read more here.
Keywords: weakly nonlinear; generalized transfer; transfer function; nonlinear circuits ... See more keywords
Long Short-Term Memory Neural Network Combined With a Hybrid-Modular Clockwork Structure for Transient Modeling of Nonlinear Circuits
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DOI: 10.1109/access.2025.3580588
Abstract: This paper presents a novel macromodeling method and neural network structure called Clockwork Long Short-Term Memory (CWLSTM), tailored for high-speed nonlinear circuits. The proposed CWLSTM method is considered a more powerful yet simpler model than… read more here.
Keywords: long short; structure; nonlinear circuits; model ... See more keywords
Control and synchronization in nonlinear circuits by using a thermistor
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DOI: 10.1142/s021798492050267x
Abstract: The survival and occurrence of chaos are much dependent on the intrinsic nonlinearity and parameters region for deterministic nonlinear systems, which are often represented by ordinary differential... read more here.
Keywords: circuits using; nonlinear circuits; synchronization nonlinear; using thermistor ... See more keywords