Neural network experiment demonstrating all optical data switching

被引：0
|
作者：
Mos, EC [1 ]
de Waardt, H [1 ]
Schleipen, JJHB [1 ]
机构：
[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
来源：
APPLICATIONS OF PHOTONIC TECHNOLOGY 3 | 1998年 / 3491卷
关键词：
optical neural networks; laser diodes and optical feedback; optical telecommunication; data switching;
D O I：
10.1117/12.328607
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In our laser neural network (LNN), previously reported, a laser diode with an extended cavity is used to provide all-optical neural action. The neurons of the network are the longitudinal cavity modes of the laser. Weighted inputs are provided to these neurons via an optical matrix vector multiplier placed in the external cavity. A setup that uses a fast liquid crystal display (LCD) and a loop mirror is used to expand the capabilities of the LNN to data switching applications. Up to 32 neurons can be defined having up to 12 inputs. As an example a 1:16 data decoder is demonstrated.
引用
收藏
页码：67 / 70
页数：4
相关论文
共 50 条
  • [1] Switching issues in the all optical DWDM network
    Song, SW
    2000 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CONFERENCE PROCEEDINGS, VOLS 1 AND 2: NAVIGATING TO A NEW ERA, 2000, : 998 - 1002
  • [2] A testbed demonstrating optical IP switching (OIS) in disaggregated network architectures
    Ruffini, Marco
    O'Mahony, Donal
    Doyle, Linda
    2006 2ND INTERNATIONAL CONFERENCE ON TESTBEDS AND RESEARCH INFRASTRUCTURES FOR THE DEVELOPMENT OF NETWORKS & COMMUNITIES, 2006, : 113 - 118
  • [3] The design of an all-optical packet switching network
    Van Caenegem, Ruth
    Colle, Didier
    Pickavet, Mario
    Demeester, Piet
    Christodoulopoulos, Konstantinos
    Vlachos, Kyriakos
    Varvarigos, Emmanouel
    Stampoulidis, Leontios
    Roccato, Diego
    Vilar, Ruth
    IEEE COMMUNICATIONS MAGAZINE, 2007, 45 (11) : 52 - 61
  • [4] All-optical recurrent neural network
    Berger, C
    Collings, N
    OPTICS IN COMPUTING 98, 1998, 3490 : 465 - 469
  • [5] SiGeC Waveguide for All-Optical Data Switching
    Huang, Bo-Ji
    Tsai, Cheng-Ting
    Lin, Yung -Hsiang
    Cheng, Chih-Hsien
    Wang, Huai-Yung
    Chi, Yu-Chieh
    Chang, Po-Han
    Wu, Chih-, I
    Lin, Gong-Ru
    ACS PHOTONICS, 2018, 5 (06): : 2251 - +
  • [6] All-optical switching alternatives for data processing
    Eisenstein, Michael
    1600, Laurin Publishing Co. Inc. (54): : 34 - 38
  • [7] Neural Network Based Wavelength Assignment in Optical Switching
    Gutterman, Craig L.
    Mo, Weiyang
    Zhu, Shengxiang
    Li, Yao
    Kilper, Daniel C.
    Zussman, Gil
    BIG-DAMA '17: PROCEEDINGS OF THE 2017 WORKSHOP ON BIG DATA ANALYTICS AND MACHINE LEARNING FOR DATA COMMUNICATION NETWORKS, 2017, : 37 - 42
  • [8] Filter enables packet switching on all-optical network
    Lightwave, 8 (17):
  • [9] Nanosecond tunable laser for the all-optical switching network
    Yin, Zhiqian
    Sun, Qi
    Liu, Zhewen
    Wang, Yaguang
    Wang, Leilei
    Zhang, Yunshan
    Zhu, Xingbang
    Fang, Tao
    Chen, Xiangfei
    APPLIED OPTICS, 2022, 61 (34) : 10092 - 10097
  • [10] A novel scheme of all optical header extraction for optical packet switching network
    Liu, Huan-lin
    Bai, Xiao-tang
    Chen, Chun-yan
    PHOTONIC NETWORK COMMUNICATIONS, 2011, 21 (01) : 34 - 38
12345