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All-analog photoelectronic chip for high-speed vision tasks

Photonic computing enables faster and more energy-efficient processing of vision data1–5. However, experimental superiority of deployable systems remains a challenge because of complicated optical nonlinearities, considerable power consumption of analog-to-digital converters (ADCs) for downstream digital processing and vulnerability to noises and system errors1,6–8. Here we propose an all-analog chip combining electronic and light computing (ACCEL). It has a systemic energy efficiency of 74.8 peta-operations per second per watt and a computing speed of 4.6 peta-operations per second (more than 99% implemented by optics), corresponding to more than three and one order of magnitude higher than state-of-the-art computing processors, respectively. After applying diffractive optical computing as an optical encoder for feature extraction, the light-induced photocurrents are directly used for further calculation in an integrated analog computing chip without the requirement ....

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HPEC '23 Accepting Submissions for September Conference

HPEC '23 Accepting Submissions for September Conference
hpcwire.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from hpcwire.com Daily Mail and Mail on Sunday newspapers.

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IEEE HPEC 2022 Conference: Call for Papers

Jan. 25, 2022 The 26th Annual IEEE High Performance Extreme Computing Conference (HPEC '22) will be held as a virtual conference on Sept. 19 - 23, ....

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