Integrated Photonic Fractional Convolution Accelerator

Autor: Zelaya, Kevin, Miri, Mohammad-Ali
Rok vydání: 2023
Předmět:
Druh dokumentu: Working Paper
Popis: An integrated photonic circuit architecture to perform a modified-convolution operation based on the Discrete Fractional Fourier Transform (DFrFT) is introduced. This is accomplished by utilizing two nonuniformly-coupled waveguide lattices with equally-spaced eigenmode spectra and with different lengths that perform DFrDT operations of complementary orders sandwiching a modulator array. Numerical simulations show that smoothing and edge detection tasks are indeed performed even for noisy input signals.
Databáze: arXiv