In-sensor computing for machine vision

被引：218

作者：

Chai, Yang ^{[1
]}

机构：

[1] Hong Kong Polytech Univ, Dept Appl Phys, Kowloon, Hong Kong, Peoples R China

来源：

NATURE | 2020年 / 579卷 / 7797期

关键词：

Applied physics; Optics and photonics; Technology; Engineering;

D O I：

10.1038/d41586-020-00592-6

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

An image-sensor array has been developed that acts as its own artificial neural network to capture and identify optical images simultaneously, processing the information rapidly without needing to convert it to a digital format.

引用

页码：32 / 33

页数：2

共 11 条

[1] Review of CMOS image sensors [J].

Bigas, M ;

Cabruja, E ;

Forest, J ;

Salvi, J .

MICROELECTRONICS JOURNAL, 2006, 37 (05) :433-451

[2] Human eye-inspired soft optoelectronic device using high-density MoS2-graphene curved image sensor array [J].

Choi, Changsoon ;

Choi, Moon Kee ;

Liu, Siyi ;

Kim, Min Sung ;

Park, Ok Kyu ;

Im, Changkyun ;

Kim, Jaemin ;

Qin, Xiaoliang ;

Lee, Gil Ju ;

Cho, Kyoung Won ;

Kim, Myungbin ;

Joh, Eehyung ;

Lee, Jongha ;

Son, Donghee ;

Kwon, Seung-Hae ;

Jeon, Noo Li ;

Song, Young Min ;

Lu, Nanshu ;

Kim, Dae-Hyeong .

NATURE COMMUNICATIONS, 2017, 8

[3] Loihi: A Neuromorphic Manycore Processor with On-Chip Learning [J].

Davies, Mike ;

Srinivasa, Narayan ;

Lin, Tsung-Han ;

Chinya, Gautham ;

Cao, Yongqiang ;

Choday, Sri Harsha ;

Dimou, Georgios ;

Joshi, Prasad ;

Imam, Nabil ;

Jain, Shweta ;

Liao, Yuyun ;

Lin, Chit-Kwan ;

Lines, Andrew ;

Liu, Ruokun ;

Mathaikutty, Deepak ;

Mccoy, Steve ;

Paul, Arnab ;

Tse, Jonathan ;

Venkataramanan, Guruguhanathan ;

Weng, Yi-Hsin ;

Wild, Andreas ;

Yang, Yoonseok ;

Wang, Hong .

IEEE MICRO, 2018, 38 (01) :82-99

[4] A bioinspired flexible organic artificial afferent nerve [J].

Kim, Yeongin ;

Chortos, Alex ;

Xu, Wentao ;

Liu, Yuxin ;

Oh, Jin Young ;

Son, Donghee ;

Kang, Jiheong ;

Foudeh, Amir M. ;

Zhu, Chenxin ;

Lee, Yeongjun ;

Niu, Simiao ;

Liu, Jia ;

Pfattner, Raphael ;

Bao, Zhenan ;

Lee, Tae-Woo .

SCIENCE, 2018, 360 (6392) :998-+

[5] ARTIFICIAL RETINAS - FAST, VERSATILE IMAGE-PROCESSORS [J].

KYUMA, K ;

LANGE, E ;

OHTA, J ;

HERMANNS, A ;

BANISH, B ;

OITA, M .

NATURE, 1994, 372 (6502) :197-198

[6] The metabolic cost of neural information [J].

Laughlin, SB ;

van Steveninck, RRD ;

Anderson, JC .

NATURE NEUROSCIENCE, 1998, 1 (01) :36-41

[7] NEUROMORPHIC ELECTRONIC SYSTEMS [J].

MEAD, C .

PROCEEDINGS OF THE IEEE, 1990, 78 (10) :1629-1636

[8] 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-+

[9] A Flexible Carbon Nanotube Sen-Memory Device [J].

Qu, Ting-Yu ;

Sun, Yun ;

Chen, Mao-Lin ;

Liu, Zhi-Bo ;

Zhu, Qian-Bing ;

Wang, Bing-Wei ;

Zhao, Tian-Yang ;

Liu, Chi ;

Tan, Jun ;

Qiu, Song ;

Li, Qing-Wen ;

Han, Zheng ;

Wang, Wei ;

Cheng, Hui-Ming ;

Sun, Dong-Ming .

ADVANCED MATERIALS, 2020, 32 (09)

[10] An Artificial Sensory Neuron with Tactile Perceptual Learning [J].

Wan, Changjin ;

Chen, Geng ;

Fu, Yangming ;

Wang, Ming ;

Matsuhisa, Naoji ;

Pan, Shaowu ;

Pan, Liang ;

Yang, Hui ;

Wan, Qing ;

Zhu, Liqiang ;

Chen, Xiaodong .

ADVANCED MATERIALS, 2018, 30 (30)

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