Published June 7, 2022 | Version v2
Conference paper Open

Emulating Diode Circuits with Differentiable Wave Digital Filters

  • 1. Unaffiliated
  • 2. Singapore University of Technology and Design

Description

Wave Digital Filters and neural networks are two popular solutions for circuit modelling. This paper describes the development of a Differentiable Wave Digital Filters library. Diode clipper circuits were constructed. A dataset was collected from the circuits and, with the library, was used to train a real-time deployable model. The trained model has higher accuracy and similar computation time when compared to traditional white-box models.
 

Files

0.pdf

Files (1.2 MB)

Name Size Download all
md5:395b1d537cafbbbdbb3e3378dfeb6aac
1.2 MB Preview Download