Modeling of Voltage-Controlled Oscillators Including I/O Behavior Using Augmented Neural Networks

Modeling of Voltage-Controlled Oscillators Including I/O Behavior Using Augmented Neural Networks

This paper proposes augmented neural networks (AugNNs) for modeling the behavior of steady-state oscillators in time-domain. Multi-output AugNNs with the corresponding gradient scheme and training methodology are proposed for the modeling of multi-phase oscillators. Using the proposed AugNNs, a nove...

Full description

Bibliographic Details
Main Authors: Huan Yu, Hemanth Chalamalasetty, Madhavan Swaminathan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Behavioral modeling
voltage-controlled oscillator (VCO)
neural network
output buffer
Verilog-A
Online Access:https://ieeexplore.ieee.org/document/8667456/

Internet

https://ieeexplore.ieee.org/document/8667456/

Similar Items