Yue, Yuanli, Liu, Shouju, Xu, Weichao, Wang, Chao (2023) Experimental investigation of time-stretch-based reservoir computing with an optical input mask. In: EOS Annual Meeting (EOSAM 2023). EPJ web Conferences EPJ (doi:10.1051/epjconf/202328713010) (KAR id:114705)
|
PDF
Publisher pdf
Language: English 
This work is licensed under a Creative Commons Attribution 4.0 International License.
|
|
|
Download this file (PDF/1MB) |
Preview |
| Request a format suitable for use with assistive technology e.g. a screenreader | |
| Official URL: https://doi.org/10.1051/epjconf/202328713010 |
|
| Additional URLs: |
|
Abstract
In this paper, we experimentally demonstrated a novel all-optical reservoir computer with an all optical input mask. The combination of the binary random masks and the time-stretched ultrashort pulses has increased the system’s classification performance. Compared with the traditional digital masks, this method shows superior classification performance in spoken-digit classification tasks and eliminates the need for high-speed modulation for digital masks.
| Item Type: | Conference proceeding |
|---|---|
| DOI/Identification number: | 10.1051/epjconf/202328713010 |
| Subjects: | T Technology > TK Electrical engineering. Electronics. Nuclear engineering |
| Institutional Unit: | Schools > School of Engineering, Mathematics and Physics > Engineering |
| Former Institutional Unit: |
There are no former institutional units.
|
| Depositing User: | Chao Wang |
| Date Deposited: | 11 May 2026 11:35 UTC |
| Last Modified: | 22 May 2026 11:18 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/114705 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Yue, Yuanli.
| Creator's ORCID: |
 https://orcid.org/0000-0002-7708-9459
|
|---|---|
| CReDIT Contributor Roles: |
Liu, Shouju.
| Creator's ORCID: | |
|---|---|
| CReDIT Contributor Roles: |
Wang, Chao.
| Creator's ORCID: |
https://orcid.org/0000-0002-0454-8079
|
|---|---|
| CReDIT Contributor Roles: |
- Link to SensusAccess
- Export to:
- RefWorks
- EPrints3 XML
- BibTeX
- CSV
- Depositors only (login required):
Altmetric
Altmetric
