Table 1 Comparison of representative works on Reservoir Computing.
Architecture | Delay | Single node time | Node number | Rate | References |
|---|---|---|---|---|---|
Optoelectronic RC | 8.5 μs | 167 ns | 50 | 0.118 MHz | Paquot et al.25 |
All-optical RC based on absorption | 8.007 μs | 157 ns | 50 | 0.125 MHz | Antoine et al.46 |
RC based on semiconductor OA | 20.87 μs | 52.18 ns | 400 | 0.048 MHz | Paquot et al.47 |
Unified Framework for RC | 247.2 μs | 1 us | 246 | 40 MHz | Ortín et al.45 |
Coherently driven passive cavity RC | 1.132 μs | 22.2 ns | 50 | 0.9 MHz | Vinckier et al.22 |
Electro-optic delay | 8.404 μs | 165 ns | 50 | 0.119 MHz | Paquot et al.48 |
Photonic machine learning | 66 ns | 50 ps | 1320 | 15 MHz | Apostolos et al.28 |
An all-optical RC | 66 ns | 200 ps | 330 | 15 MHz | Bueno et al.21 |
Narrowband optoelectronic oscillators | 20 μs | 50 ns | 400 | 0.05 MHz | Dai et al.29 |
Ultra-Short true time delay line RC | 28.4 ns | 53 ps | 56 | 35 MHz | McDonald et al.20 |
Small time delay optoelectronic RC | 5.1 ns | 20 ps | 50 | 0.2 GHz | This work |
