An all-optical reservoir computer based on time stretch and spectral mixing
An All-Optical Reservoir Computer based on Time Stretch and Spectral Mixing Page 1 An All
Optical Reservoir Computer based on Time Stretch and Spectral Mixing Yuanli Yue1, Shouju …
Optical Reservoir Computer based on Time Stretch and Spectral Mixing Yuanli Yue1, Shouju …
Enhancing Signal Recognition Accuracy in Delay-Based Optical Reservoir Computing: A Comparative Analysis of Training Algorithms
R Zhang, T Luan, S Li, C Wang, A Zhang - Electronics, 2024 - mdpi.com
To improve the accuracy of signal recognition in delay-based optical reservoir computing
(RC) systems, this paper proposes the use of nonlinear algorithms at the output layer to …
(RC) systems, this paper proposes the use of nonlinear algorithms at the output layer to …
Experimental Implementation of An All-Optical Reservoir Computer Using Photonic Time Stretch and Spectral Mixing
Reservoir computing (RC) has been widely used in processing temporal information and
classification tasks due to its high efficiency in training and testing. In this paper, we have …
classification tasks due to its high efficiency in training and testing. In this paper, we have …
Enhanced photonic time-stretch reservoir computing using all-optical input masks
Input masks are essential in reservoir computing to enhance performance. Here we report a
novel all-optical masking scheme for photonics time-stretch reservoir computing based on …
novel all-optical masking scheme for photonics time-stretch reservoir computing based on …
A Frequency Modulated Continuous Wave LiDAR System Based on Reservoir Computing
T Luan, R Zhang, Y Yue, S Liu… - … Topical Meeting on …, 2023 - ieeexplore.ieee.org
A frequency modulated continuous wave (FMCW) light detection and ranging (LiDAR)
system based on reservoir computing (RC) is proposed and its reliability is verified through …
system based on reservoir computing (RC) is proposed and its reliability is verified through …
Real-time identification of frequency-hopping millimeter-wave signals using photonic time stretch and reservoir computing
Y Yue, S Li, Y Feng, A Zhang… - Real-time Photonic …, 2021 - spiedigitallibrary.org
Real-time identification of frequency-hopping millimeter-wave (mm-wave) signals is a real
challenge, due to the high demand for detection bandwidth and processing speed. In this …
challenge, due to the high demand for detection bandwidth and processing speed. In this …
Reservoir computing assisted single-pixel high-throughput object classification
This paper introduces a novel approach to high-throughput moving target detection using
reservoir computing, which is both proposed and experimentally demonstrated. The …
reservoir computing, which is both proposed and experimentally demonstrated. The …