HARDWARE

作品数:412被引量:285H指数:8
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Optical neural networks:progress and challenges
《Light(Science & Applications)》2024年第11期2511-2535,共25页Tingzhao Fu Jianfa Zhang Run Sun Yuyao Huang Wei Xu Sigang Yang Zhihong Zhu Hongwei Chen 
supported by the National Natural Science Foundation of China(NSFC)(62135009,12274462).
Artificial intelligence has prevailed in all trades and professions due to the assistance of big data resources,advanced algorithms,and high-performance electronic hardware.However,conventional computing hardware is i...
关键词:NETWORKS NEURAL HARDWARE 
Neural network-based processing and reconstruction of compromised biophotonic image data
《Light(Science & Applications)》2024年第10期2101-2113,共13页Michael John Fanous Paloma Casteleiro Costa Gagatay lsi Luzhe Huang Aydogan Ozcan 
In recent years,the integration of deep learning techniques with biophotonic setups has opened new horizons in bioimaging.A compelling trend in this feld involves deliberately compromising certain measurement metrics ...
关键词:offering HARDWARE RETURN 
Quartz-enhanced multiheterodyne resonant photoacoustic spectroscopy被引量:1
《Light(Science & Applications)》2024年第4期696-705,共10页Jiapeng Wang Hongpeng Wu Angelo Sampaolo Pietro Patimisco Vincenzo Spagnolo Suotang Jia Lei Dong 
National Natural Science Foundation of China(NSFC)(Nos.62235010,62175137,62122045,62075119);The Shanxi Science Fund for Distinguished Young Scholars(20210302121003).
The extension of dual-comb spectroscopy(DCS)to all wavelengths of light along with its ability to provide ultralarge dynamic range and ultra-high spectral resolution,renders it extremely useful for a diverse array of ...
关键词:QUARTZ HARDWARE RESONANT 
Voxelated opto-physically unclonable functions via irreplicable wrinkles
《Light(Science & Applications)》2023年第11期2378-2390,共13页Kitae Kim Se-Um Kim Moon-Young Choi Mohsin Hassan Saeed Youngmin Kim Jun-Hee Na 
This work was supported by National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(No.2021R1A4A1032762);This work partially supported Culture,Sports and Tourism R&D Program through the Korea Creative Content Agency grant funded by the Ministry of Culture,Sports and Tourism in 2023(Project Name:Development of copyright protection service for content distributed in smart glasses,Project Number:RS-2023-00217481,Contribution Rate:10%).
The increased prevalence of the Internet of Things(IoT)and the integration of digital technology into our daily lives have given rise to heightened security risks and the need for more robust security measures.In resp...
关键词:HARDWARE FUNCTIONS utilize 
High-throughput terahertz imaging:progress and challenges被引量:2
《Light(Science & Applications)》2023年第10期2053-2073,共21页Xurong Li Jingxi Li Yuhang Li Aydogan Ozcan Mona Jarrahi 
support of the Department of Energy (grant # DE-SC0016925).
Many exciting terahertz imaging applications,such as non-destructive evaluation,biomedical diagnosis,and security screening,have been historically limited in practical usage due to the raster-scanning requirement of i...
关键词:HARDWARE CLOSER TERAHERTZ 
Superresolution structured illumination microscopy reconstruction algorithms:a review被引量:12
《Light(Science & Applications)》2023年第8期1510-1543,共34页Xin Chen Suyi Zhong Yiwei Hou Ruijie Cao Wenyi Wang Dong Li Qionghai Dai Donghyun Kim Peng Xi 
This work was supported by the Ministry of Science and Technology(2022YFC3401100);the National Natural Science Foundation of China(62025501,31971376,and 92150301);the fellowship of China Postdoctoral ScienceFoundation(2021M700243).
Structured illumination microscopy(SIM)has become the standard for next-generation wide-field microscopy,offering ultrahigh imaging speed,superresolution,a large fiield-of-view,and long-term imaging.Over the past deca...
关键词:ILLUMINATION HARDWARE offering 
Photonic elementary cellular automata for simulation of complex phenomena被引量:1
《Light(Science & Applications)》2023年第7期1309-1317,共9页Gordon H.Y.Li Christian R.Leefmans James Williams Alireza Marandi 
support from ARO grant no.W911NF-23-1-0048,NSF grant no.1846273 and 1918549,AFOSR award FA9550-20-1-0040,and NASA/JPL;The authors wish to thank NTT Research for their financial and technical support.
Cellular automata are a class of computational models based on simple rules and algorithms that can simulate a wide range of complex phenomena.However,when using conventional computers,these'simple'rules are only enca...
关键词:HARDWARE COMPUTER AUTOMATA 
GANscan:continuous scanning microscopy using deep learning deblurring被引量:4
《Light(Science & Applications)》2022年第10期2378-2387,共10页Michael John Fanous Gabriel Popescu 
This work was funded bythe National Institute of Health(R01CA238191,R01GM129709)。
Most whole slide imaging(WSI)systems today rely on the"stop-and-stare"approach,where,at each field of view,the scanning stage is brought to a complete stop before the camera snaps a picture.This procedure ensures that...
关键词:HARDWARE CONTINUOUS IMAGE 
Optical coherent dot-product chip for sophisticated deep learning regression被引量:14
《Light(Science & Applications)》2021年第12期2330-2341,共12页Shaofu Xu Jing Wang Haowen Shu Zhike Zhang Sicheng Yi Bowen Bai Xingjun Wang Jianguo Liu Weiwen Zou 
This work is supported in part by the National Key Research and Development Program of China(Program no.2019YFB2203700);the National Natural Science Foundation of China(Grant no.61822508).
Optical implementations of neural networks(ONNs)herald the next-generation high-speed and energy-efficient deep learning computing by harnessing the technical advantages of large bandwidth and high parallelism of opti...
关键词:NEURAL HARDWARE COHERENT 
Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data被引量:2
《Light(Science & Applications)》2021年第9期1658-1671,共14页Yijie Zhang Tairan Liu Manmohan Singh EgeÇetintaş Yilin Luo Yair Rivenson Kirill V.Larin Aydogan Ozcan 
The Ozcan Lab at UCLA acknowledges the support of NSF and HHMI.The Larin Lab at UH acknowledges the support of NIH(R01AA028406,R01HD096335,R01EB027099,and R01HL146745).
Optical coherence tomography(OCT)is a widely used non-invasive biomedical imaging modality that can rapidly provide volumetric images of samples.Here,we present a deep learning-based image reconstruction framework tha...
关键词:GRAPHICS HARDWARE IMAGE 
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