تقرير
Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing
| العنوان: | Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing |
|---|---|
| المؤلفون: | Castro, Bernard J. Giron, Peucheret, Christophe, Da Ros, Francesco |
| سنة النشر: | 2023 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies, Computer Science - Machine Learning |
| الوصف: | We numerically demonstrate a silicon add-drop microring-based reservoir computing scheme that combines parallel delayed inputs and wavelength division multiplexing. The scheme solves memory-demanding tasks like time-series prediction with good performance without requiring external optical feedback. Comment: 2 pages, 2 figures. Submitted to Conference on Lasers and Electro-Optics (CLEO) 2024 |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2312.04204 |
| رقم الأكسشن: | edsarx.2312.04204 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |