Work

Compressing and expanding optical matrix-vector multipliers for enabling optical image encoder-decoders and generators

Year: 2026

Type: article

Abstract: Both compressing and expanding optical matrix-vector multipliers are necessary for the full optical realization of neural networks. An expanding multiplier scheme is proposed, which, together with common compressing multipliers, is employed to demonstrate image processor networks such as autoencoders and image generators.

Source: Light Science & Applications

DOI: 10.1038/s41377-025-02141-0

Author: Adrian Stern

Institution: Ben-Gurion University of the Negev

Language: English

Topic: Neural Networks and Reservoir Computing

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $4,190

OpenAlex ID: W7118096771