Performance tradeoffs of general-purpose digital hardware and application-specific analog hardware
Paper in proceeding, 2024
Analog computing
Machine learning
Digital electronics
Photonic hardware platforms
Author
Carlos Natalino Da Silva
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Dan Li
Royal Institute of Technology (KTH)
Oskars Ozolins
RISE Research Institutes of Sweden
Royal Institute of Technology (KTH)
Riga Technical University
Xiaodan Pang
Royal Institute of Technology (KTH)
RISE Research Institutes of Sweden
Francesco Da Ros
Technical University of Denmark (DTU)
Proceedings Volume 13017, Machine Learning in Photonics
Vol. 13017 130170T
978-151067352-6 (ISBN)
Strasbourg, France,
Photonic-Assisted Hardware for Reservoir Computing (BRAIN)
Swedish Research Council (VR) (2022-04798), 2023-01-01 -- 2026-12-31.
Areas of Advance
Information and Communication Technology
Subject Categories
Signal Processing
Computer Science
Computer Systems
DOI
10.1117/12.3017572
ISBN
9781510673526