A SCALABLE OPTOELECTRONIC NEURAL SYSTEM USING FREE-SPACE OPTICAL INTERCONNECTS

被引：19
作者：
KRISHNAMOORTHY, AV
YAYLA, G
ESENER, SC
机构：
[1] Department of Electrical and Computer Enginering, University of California at San Diego., La Jolla
来源：
IEEE TRANSACTIONS ON NEURAL NETWORKS | 1992年 / 3卷 / 03期
关键词：
D O I：
10.1109/72.129413
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The design of a scalable, fully connected, 3-D optoelectronic neural system that uses free-space optical interconnects with silicon-VLSI-based hybrid optoelectronic circuits is proposed. The system design uses a hardware-efficient combination of pulse-width-modulating optoelectronic neurons and pulse-amplitude-modulating electronic synapses. Low-area, high-linear-dynamic-range analog synapse and neuron circuits are proposed. SPICE circuit simulations and an experimental demonstration of the free-space optical interconnection system are included.
引用
收藏
页码：404 / 413
页数：10
相关论文
共 50 条
[41]   Present status and future needs of free-space optical interconnects [J].
Esener, S ;
Marchand, P .
MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING, 2000, 3 (5-6) :433-435
[42]   Free-space optical links for board-to-board interconnects [J].
Kuo, Huei Pei ;
Rosenberg, Paul ;
Walmsley, Robert ;
Mathai, Sagi ;
Kiyama, Lennie ;
Straznicky, Joseph ;
Mclaren, Moray ;
Tan, Michael ;
Wang, Shih-Yuan .
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING, 2009, 95 (04) :955-965
[43]   FREE-SPACE WDMA OPTICAL INTERCONNECTS USING MESH-CONNECTED BUS TOPOLOGY [J].
LI, Y ;
RAO, SB ;
REDMOND, I ;
WANG, T ;
LOHMANN, AW .
OPTICAL COMPUTING, 1995, 139 :153-156
[44]   An MPP reconfigurable architecture using free-space optical interconnects and Petri net configuring [J].
Guan, TS ;
Alukaidey, T ;
Barros, SPV .
JOURNAL OF SYSTEMS ARCHITECTURE, 1997, 43 (6-7) :391-402
[45]   Free-space optical spiking neural network [J].
Ahmadi, Reyhane ;
Ahmadnejad, Amirreza ;
Koohi, Somayyeh .
PLOS ONE, 2024, 19 (12)
[46]   Optical Neural Network in Free-Space and Nanophotonics [J].
Sun, Zhenlin ;
Yu, Miao ;
Song, Zhengxun ;
Liu, Weiwen ;
Xing, Gangyao ;
Zhou, Muhan .
IEEE ACCESS, 2023, 11 :88656-88669
[47]   Optoelectronic Metasurface for Free-Space Optical-Microwave Interactions [J].
Zhang, Xin Ge ;
Sun, Ya Lun ;
Zhu, Bingcheng ;
Wang, Junjia ;
Zhao, Tianxiang ;
Jiang, Wei Xiang ;
Huang, Zhixiang ;
Zhang, Zaichen ;
Cui, Tie Jun .
ACS APPLIED MATERIALS & INTERFACES, 2023, 15 (18) :22744-22751
[48]   Optical design choices for VCSEL-based free-space optical interconnects [J].
Kirk, AG ;
Châteauneuf, M .
VCSELS AND OPTICAL INTERCONNECTS, 2003, 4942 :313-323
[49]   OPTOELECTRONIC PARALLEL-PROCESSING WITH SURFACE-EMITTING LASERS AND FREE-SPACE INTERCONNECTS [J].
IRAKLIOTIS, LJ ;
FELD, SA ;
BEYETTE, FR ;
MITKAS, PA ;
WILMSEN, CW .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 1995, 13 (06) :1074-1084
[50]   Free-space optics improve interconnects [J].
Laser Focus World, 1994, 30 (01)
12345