Weighing in on photonic-based machine learning for automotive mobility

被引：11

作者：

Rodrigues, Sean Phillip ^{[1
]}

Yu, Ziqi ^{[1
]}

Schmalenberg, Paul ^{[1
]}

Lee, Jae ^{[1
]}

Iizuka, Hideo ^{[1
]}

Dede, Ercan M. ^{[1
]}

机构：

[1] Toyota Res Inst North Amer, Ann Arbor, MI 48105 USA

来源：

NATURE PHOTONICS | 2021年 / 15卷 / 02期

关键词：

NETWORKS;

D O I：

10.1038/s41566-020-00736-0

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

引用

页码：66 / 67

页数：2

共 11 条

[1] Programmable photonic circuits [J].

Bogaerts, Wim ;

Perez, Daniel ;

Capmany, Jose ;

Miller, David A. B. ;

Poon, Joyce ;

Englund, Dirk ;

Morichetti, Francesco ;

Melloni, Andrea .

NATURE, 2020, 586 (7828) :207-216

[2] All-optical spiking neurosynaptic networks with self-learning capabilities [J].

Feldmann, J. ;

Youngblood, N. ;

Wright, C. D. ;

Bhaskaran, H. ;

Pernice, W. H. P. .

NATURE, 2019, 569 (7755) :208-+

[3] Finding a roadmap to achieve large neuromorphic hardware systems [J].

Hasler, Jennifer ;

Marr, Bo .

FRONTIERS IN NEUROSCIENCE, 2013, 7

[4] Training of photonic neural networks through in situ backpropagation and gradient measurement [J].

Hughes, Tyler W. ;

Minkov, Momchil ;

Shi, Yu ;

Fan, Shanhui .

OPTICA, 2018, 5 (07) :864-871

[5] Mesoporous Pd@Pt core-shell nanoparticles supported on multi-walled carbon nanotubes as a sensing platform: application in simultaneous electrochemical detection of anticancer drugs doxorubicin and dasatinib [J].

Kalambate, Pramod K. ;

Li, Yankai ;

Shen, Yue ;

Huang, Yunhui .

ANALYTICAL METHODS, 2019, 11 (04) :443-453

[6]

Khare M., 2019, NICE 2019 DAY 1D MUK

[7] OPTICAL NETWORK FOR REAL-TIME FACE RECOGNITION [J].

LI, HYS ;

QIAO, Y ;

PSALTIS, D .

APPLIED OPTICS, 1993, 32 (26) :5026-5035

[8] All-optical machine learning using diffractive deep neural networks [J].

Lin, Xing ;

Rivenson, Yair ;

Yardimei, Nezih T. ;

Veli, Muhammed ;

Luo, Yi ;

Jarrahi, Mona ;

Ozcan, Aydogan .

SCIENCE, 2018, 361 (6406) :1004-+

[9] Ultrafast machine vision with 2D material neural network image sensors [J].

Mennel, Lukas ;

Symonowicz, Joanna ;

Wachter, Stefan ;

Polyushkin, Dmitry K. ;

Molina-Mendoza, Aday J. ;

Mueller, Thomas .

NATURE, 2020, 579 (7797) :62-+

[10] Matrix Optimization on Universal Unitary Photonic Devices [J].

Pai, Sunil ;

Bartlett, Ben ;

Solgaard, Olav ;

Miller, David A. B. .

PHYSICAL REVIEW APPLIED, 2019, 11 (06)

← 1 2 →