supported by National Key Research and Development Program of China(Grant Nos.2021YFA1101303,2019YFE0121800);Science&Technology Foundation of Shanghai(Grant No.20JC1415600);National Natural Science Foundation of China(Grant Nos.62074111,62088101);Innovation Program of Shanghai Municipal Education Commission(Grant No.2021-01-07-00-07-E00096);Shanghai Municipal Science and Technology Major Project(Grant No.2021SHZDZX0100);Natural Science Foundation of Shandong Province(Grant Nos.ZR2022QB009,ZR2022MF246)。
The von Neumann bottleneck is a critical limitation in synaptic devices.Therefore,artificial synaptic devices resembling biological neuromorphic synapses have been developed to overcome the von Neumann bottleneck.Howe...
supported by National Key Research and Development Program of China (Grant Nos.2021YFB2801900,2021YFB2801901,2021YFB2801902,2021YFB2801904,2018YFE0201200);National Natural Science Foundation of China (Grant No.61974177);National Outstanding Youth Science Fund Project of National Natural Science Foundation of China (Grant No.62022062);Fundamental Research Funds for the Central Universities (Grant No.QTZX23041)。
We proposed and experimentally demonstrated a simple and novel photonic spiking neuron based on a distributed feedback(DFB)laser subject to side-mode optical pulse injection(SMOPI).The DFB laser chip is designed and f...
supported in part by National Key Research and Development Program of China(Grant Nos.2021YFB2801900,2021YFB2801901,2021YFB2801902,2021YFB2801904);National Natural Science Foundation of China(Grant Nos.61974177,61674119);National Outstanding Youth Science Fund Project of National Natural Science Foundation of China(Grant No.62022062);Fundamental Research Funds for the Central Universities(Grant No.JB210114)。
This work presents a complete conversion scheme for photonic spiking neural networks(SNNs).We verified that the output of an artificial neural network(ANN)trained with the simulated optical activation function can be ...
supported by National Key Research and Development Program of China (Grant No.2019YFB1803602);National Natural Science Foundation of China (Grant Nos.61835008,61860206001,61975115)。
We propose a silicon polarization-diversity coherent receiver for wavelength-multiplexing transmission without using the large-footprint arrayed waveguide grating(AWG).We have integrated our proposed coherent receiver...
supported by National Key Research and Development Program of China (Grant No.2019YFB1802903);National Natural Science Foundation of China (Grant Nos.62175146,62235011);Major Key Project of PCL (Grant No.PCL2021A14)。
The max-cut problem is one of the fundamental NP-hard problems in combinatorial optimization,which can describe the practical applications such as data clustering,machine scheduling,and image recognition.This problem ...
supported in part by National Natural Science Foundation of China(Grant Nos.61927811,62175177,U19A2076);Program for Guangdong Introducing Innovative and Entrepreneurial Teams;Natural Science Foundation of Shanxi Province(Grant Nos.201901D211116,201901D211077)。
Human action recognition(HAR)has important applications,including video retrieval,entertainment,autonomous navigation systems,and visual surveillance systems[1].Unfortunately,accurate and efficient HAR remains a chall...
National Natural Science Foundation of China(Grant Nos.62101121,62101126,62201397,62201393,62271135);Major Key Project of Peng Cheng Laboratory(Grant No.PCL 2021A01-2)。
Air interface user rate(AIUR)of 1-Tbps is one of the most important key performance indicators(KPIs)for the future6G extreme connectivity[1].Terahertz(THz,300 GHz–10 THz)is recognized as a promising candidate technol...
supported in part by National Key R&D Program of China(Grant No.2018YFB2201701);National Natural Science Foundation of China(Grant Nos.62235005,62127814,61975093,61927811,61991443,61822404,61974080,61904093,61875104);Key Lab Program of BNRist(Grant No.BNR2019ZS01005);China Postdoctoral Science Foundation(Grant No.2019T120090);Collaborative Innovation Center of Solid-State Lighting and Energy-Saving Electronics。
High-speed optoelectronic devices are key components of modern fiber communication systems,and the backbone of information technology.In this paper,we present our work on high-speed devices over the past decades,inclu...
supported by National Natural Science Foundation of China (Grant Nos. 61835002, 61935005, 61720106015, 62127802)。
With the early approach of 5G period, beyond 5G communication has become an urgent need in the industry. Because of its rich bandwidth, the W-band (75–110-GHz) millimeterwave (mm-wave) is capable of carrying ultra-hi...
supported in part by National Natural Science Foundation of China (Grant Nos. 61974177, 61674119);National Outstanding Youth Science Fund Project of National Natural Science Foundation of China (Grant No. 62022062);Fundamental Research Funds for the Central Universities (Grant No. JB210114);Fundamental Research Funds for the Central Universities and the Innovation Fund of Xidian University (Grant No. 5001-20109215456);Tektronix Inc. for providing the arbitrary waveform generators (AWG70001A, AWG70002B)。
We experimentally design two photonic spike-timing-dependent plasticity(STDP) schemes based on a single vertical-cavity semiconductor optical amplifier(VCSOA) and demonstrate the photonic implementation of STDP charac...