.png){kind=icon}
Return
SOA-based reservoir computing using upsampling
.png){kind=icon}
PRE
AI
DOI：10.1364/OL.531160.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
We introduce a new, to the best of our knowledge, approach to reservoir computing based on upsampling and modulation, utilizing a semiconductor optical amplifier (SOA) and photodetector as nonlinear elements without conventionally used delay loop. We demonstrated the 400-step prediction capability of the proposed scheme for the Mackey-Glass (MG) time series test. (c) 2024 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved.
Journal
IF:
3.3
Papers:
4.0W
Citations:
7.6W
Organization
Cited Papers
A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron.png)
SCIENTIFIC REPORTS
OAAI
SCIENTIFIC REPORTSIF3.9
OAAIShareSaveShareSaveShareSaveShareSaveInformation processing using a single dynamical node as complex systemNATURE COMMUNICATIONSOAAI
NATURE COMMUNICATIONSIF15.7
OAAIShareSaveFiber echo state network analogue for high-bandwidth dual-quadrature signal processingOPTICS EXPRESS
OAAI
OPTICS EXPRESSIF3.3
OAAIShareSaveShareSave
View more