Multi-Layer Nonlinear Lensless Opto-Electrical Neural Network with Quantum Dot Activation
The multilayer nonlinear lensless opto-electrical neural network with quantum dot activation can complete effective multilayer optical computing, improving the classification accuracy by an average of 13% and reducing the system size weight and energy consumption. © 2024 The Author(s)
Authors
- Wanxin Shi
- Hongwei Chen (ORCID: https://orcid.org/0000-0001-8440-1167)
- Zheng Huang (ORCID: https://orcid.org/0000-0002-0190-6037)
- Sigang Yang (ORCID: https://orcid.org/0000-0002-2209-287X)
- Xi Jiang (ORCID: https://orcid.org/0000-0003-1652-8419)
- Yuyang Han (ORCID: https://orcid.org/0009-0007-2071-9388)
- Xue Li (ORCID: https://orcid.org/0009-0005-0413-7877)
- Haizheng Zhong
Institutions
- Beijing Institute of Technology (CN)
- China Mobile (China) (CN)
- Tsinghua University (CN)
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676461
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00