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On-chip programmable nonlinearity

delete2025-07-03
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Fei Xia *
DOI:10.1038/s41566-025-01710-4delete
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Abstract

Abstract

En 中文
Programmable nonlinearities — including control over the response order up to high orders — can now be realized on-chip at ultralow power via field programmability. This advance paves the way for more scalable and energy-efficient photonic computing in applications such as machine learning, optical signal processing and communications, analogue computing and quantum photonics.

Journal

Nature Photonics cover
Nature Photonics
IF:
32.9
Papers:
4.3K
Citations:
6.1W

Organization

Cited Papers

Cited Papers

Photonics for artificial intelligence and neuromorphic computing
err2021-01-29
err995
errOAAI
errShastri, Bhavin J.; Tait, Alexander N.; de Lima, T. Ferreira; Pernice, Wolfram H. P.; Bhaskaran, Harish; Wright, C. D.; Prucnal, Paul R.
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Lithography-free reconfigurable integrated photonic processor
err2023-04-27
err22
PREAI
errWu, Tianwei; Menarini, Marco; Gao, Zihe; Feng, Liang
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Deep learning with coherent VCSEL neural networks
err2023-07-17
err49
PREAI
errChen, Zaijun; Sludds, Alexander; Davis III, Ronald; Christen, Ian; Bernstein, Liane; Ateshian, Lamia; Heuser, Tobias; Heermeier, Niels; Lott, James A.; Reitzenstein, Stephan; Hamerly, Ryan; Englund, Dirk
errShare
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Nonlinear optical encoding enabled by recurrent linear scattering
err2024-07-31
err2
errOAAI
errXia, Fei; Kim, Kyungduk; Eliezer, Yaniv; Han, Seungyun; Shaughnessy, Liam; Gigan, Sylvain; Cao, Hui
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Deep learning
err2015-05-27
err0
PREAI
errYann LeCun; Yoshua Bengio; Geoffrey Hinton
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errShare
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Inference in artificial intelligence with deep optics and photonics
err2020-12-02
err0
PREAI
errGordon Wetzstein; Aydogan Ozcan; Sylvain Gigan; Shanhui Fan; Dirk Englund; Marin Soljačić; Cornelia Denz; David A. B. Miller; Demetri Psaltis
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Field-programmable photonic nonlinearity
err2025-04-15
err0
PREAI
errLi, Yankun; Ge, Li; Feng, Liang
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Nonlinear processing with linear optics
err2024-07-31
err5
errOAAI
errYildirim, Mustafa; Dinc, Niyazi Ulas; Oguz, Ilker; Psaltis, Demetri; Moser, Christophe
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Fully nonlinear neuromorphic computing with linear wave scattering
err2024-07-09
err5
errOAAI
errWanjura, Clara C.; Marquardt, Florian
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