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Experimental reservoir computing with diffractively coupled VCSELs

delete2024-04-18
delete6
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OA
AI
M
Moritz Pflüger *
D
Daniel Brunner
T
Tobias Heuser
J
James A. Lott
S
Stephan Reitzenstein
I
Ingo Fischer
DOI:10.1364/OL.518946delete
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摘要

摘要

En 中文
We present experiments on reservoir computing (RC) using a network of vertical-cavity surface -emitting lasers (VCSELs) that we diffractively couple via an external cavity. Our optical reservoir computer consists of 24 physical VCSEL nodes. We evaluate the system's memory and solve the 2-bit XOR task and the 3-bit header recognition (HR) task with bit error ratios (BERs) below 1% and the 2 -bit digital-toanalog conversion (DAC) task with a root mean square error (RMSE) of 0.067. (c) 2024 Optica Publishing Group
Keyword:
CLASSIFICATION
PERFORMANCE

期刊

Optics Letters 封面图
Optics Letters
IF:
3.3
论文数:
4.0W
被引数:
7.6W

机构

U
Universitat de les Illes Balears
学者数:
5.1K
论文数: 4.7K
被引数: 5.5K
C
consejo superior de investigaciones cientificas (csic)
学者数:
8.8W
论文数: 8.5W
被引数: 125
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