All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers

被引：0

作者：

Brunner, Daniel ^{[1
]}

Reitzenstein, Stephan ^{[2
]}

Fischer, Ingo ^{[3
]}

机构：

[1] Univ Bourgogne Franche Comte, CNRS, Inst FEMTO, Dept Opt,ST UMR 6174, F-25030 Besancon, France

[2] Tech Univ Berlin, Inst Festkorperphys, D-10623 Berlin, Germany

[3] CSIC, UIB, IFISC, Campus Univ Illes Balears, E-07122 Palma de Mallorca, Spain

来源：

2016 IEEE INTERNATIONAL CONFERENCE ON REBOOTING COMPUTING (ICRC) | 2016年

关键词：

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Networks of interconnected nodes are at the heart of every neural network concept. While neural networks have been implemented in various hardware systems, the efficient realization of such networks still represents a major challenge. We demonstrate the implementation of an all-optical network scheme based on holographic coupling and induce complex spatio-temporal transients with Gigahertz bandwidth. Our scheme illustrates the potential of such all-optical systems for future neural network implementations.

引用

页数：2

共 50 条

[21] All-optical triode derived from tandem wavelength conversion in semiconductor lasers and optical amplifiers
Maeda, Y
PHOTONICS, DEVICES, AND SYSTEMS II, 2003, 5036 : 311 - 314
[22] Computing approximate blocking probabilities for a class of all-optical networks
Birman, A
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1996, 14 (05) : 852 - 857
[23] All-optical wavelength conversion by semiconductor optical amplifiers
Durhuus, T
Mikkelsen, B
Joergensen, C
Danielsen, SL
Stubkjaer, KE
JOURNAL OF LIGHTWAVE TECHNOLOGY, 1996, 14 (06) : 942 - 954
[24] Semiconductor optical amplifiers for all-optical wavelength conversion
Kovacs, G
Udvary, E
Berceli, T
ICTON 2004: 6TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS, PROCEEDINGS, VOL 2, 2004, : 37 - 40
[25] Multiplexable all-optical nonlinear activator for optical computing
Teng, Caihong
Zhang, Xuhao
Tang, Jindao
Ren, Aobo
Deng, Guangwei
Wu, Jiang
Wang, Zhiming
OPTICS EXPRESS, 2024, 32 (10): : 18161 - 18174
[26] All-optical networks need optical switches
Hecht, J
LASER FOCUS WORLD, 2000, 36 (05): : 189 - +
[27] Optical monitoring for transparent and all-optical networks
Giles, R
APOC 2003: ASIA-PACIFIC OPTICAL AND WIRELESS COMMUNICATIONS; NETWORK ARCHITECTURES, MANAGEMENT, AND APPLICATIONS, PTS 1 AND 2, 2003, 5282 : 275 - 281
[28] Semiconductor devices for all-optical regeneration
Öhman, F
Bischoff, S
Tromborg, B
Mork, J
ICTON 2003: 5TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS, VOL 2, PROCEEDINGS, 2003, : 41 - 46
[29] Variable semiconductor all-optical buffer
Ku, PC
Chang-Hasnain, CJ
Chuang, SL
ELECTRONICS LETTERS, 2002, 38 (24) : 1581 - 1583
[30] All-Optical Signal Processing Based on Semiconductor Lasers Under Lasing Condition
Li, Ming
Yao, Jianping
Azana, Jose
Zhu, Ninghua
2015 OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC), 2015,

← 1 2 3 4 5 →