Energy Efficient AI-Computing Using VCSEL-Based Optical Communication System
A VCSEL network is proposed to achieve joint communication and computation, exploiting the nonlinear behavior of this device. Unlike photonic neural networks are used only for computing or optical communication systems only for transmitting, this architecture enables in-transit signal processing, reducing computational cost and latency.
Authors
- J. Nanni
- Aziz Benlarbi‐Delaï (ORCID: https://orcid.org/0000-0003-4654-4735)
- Siqi Wang (ORCID: https://orcid.org/0000-0001-7246-5235)
- Giovanni Tartarini
Institutions
- Centre National de la Recherche Scientifique (FR)
- Laboratoire de Génie Électrique et Électronique de Paris (FR)
- Sorbonne Université (FR)
- University of Bologna (IT)
Publication Details
- Published
- 2025-11-09
- DOI
- https://doi.org/10.1109/ipc65510.2025.11282187
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00