Name
Title | ||
|---|---|---|
Demonstration of Classification Task Using Optical Neural Network Based on Si Microring Resonator Crossbar Array |
Abstract | ||
|---|---|---|
We demonstrate Si microring resonator crossbar array as a programmable nanophotonic processor. By using multi-wavelength optical signal and monolithically integrated Ge photodetectors, we performed multiply-accumulate operation for optical neural network. We demonstrated classification task for Iris dataset, resulting in prediction accuracy of 91%. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/ECOC48923.2020.9333224 | 2020 European Conference on Optical Communications (ECOC) |
Keywords | DocType | ISBN |
classification task,optical neural network,programmable nanophotonic processor,multiwavelength optical signal,microring resonator crossbar array,monolithically integrated photodetectors,multiply-accumulate operation,Iris dataset,Si,Ge | Conference | 978-1-7281-7362-7 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shuhei Ohno | 1 | 0 | 0.34 |
| Kasidit Toprasertpong | 2 | 0 | 0.68 |
| Shinichi Takagi | 3 | 3 | 9.69 |
| Mitsuru Takenaka | 4 | 0 | 0.34 |