Compressing and expanding optical matrix-vector multipliers for enabling optical image encoder-decoders and generators
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.
Fields of Study & Subjects
Neural Networks and Reservoir Computing
Advanced Memory and Neural Computing
Neural Networks and Applications
Publication details
- Journal / source
- Light Science & Applications
- Volume
- 15
- Issue
- 1
- Pages
- 45–45
- Publication date
- 3 January 2026
- Language
- EN