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...
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 ...
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 ...
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...
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...
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...
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...
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...
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...
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...