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| 1 | Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives显示文摘 | Pai ZHENG Honghui WANG Zhiqian SANG Ray Y. ZHONG Yongkui LIU Chao LIU Khamdi MUBAROK Shiqiang YU Xun XU | 2018 | Frontiers of Mechanical Engineering2018，13，2： | 19 |
| 2 | Discovery of biclonal origin and a novel oncogene SLC12A5 in colon cancer by single-cell sequencing显示文摘单个房间的定序是为描出的一个强大的工具为个性化的癌症管理的同种细胞的关系和识别关键司机基因。这里,我们执行了结肠癌的一个盒子的单个房间的定序的分析。人口遗传分析在肿瘤房间人口识别了二独立克隆。主要肿瘤克隆作为早 oncogenic 事件怀有 APC 和 TP53 变化,而次要的克隆包含了优势的 CDC27 和 PABPC1 变化。在这二克隆的次要的克隆支持的 APC 和 TP53 变化的缺席从二细胞的起源被导出。体的变化等位基因频率系列的检查另外 21 个整个织物的定序 exome 的盒子在结肠癌揭示了同种细胞的起源的异质。下次,我们识别了在单个房间的水平显示出变化的高频率,但是在人口水平展出了低流行的变异的基因 SLC12A5。变异的 SLC12A5 的功能的描述在结肠癌揭示了它的潜在的 oncogenic 效果。我们的学习在单个房间的水平支持提供第一条 exome 宽的证据那结肠癌能具有 biclonal 起源,并且建议在一个队的低流行的变化可以也在单个水平起重要 protumorigenic 作用。 | Chang Yu Jun Yu Xlaotlan Yao Wllham KK Wu Youyong Lu Senwel Tang Xiangchun Li Li Bao Xiaoxing Li Yong Hou Renhua Wu Min Jian Ruoyan Chen Fan Zhang Lixia Xu Fan Fan Jun He Qiaoyi Liang Hongyi Wang Xueda Hu Minghui He Xiang Zhang Hancheng Zheng Qibin Li Hanjie Wu Yan Chen Xu Yang Shida Zhu Xun Xu Huanming Yang Jian Wang Xiuqing Zhang Joseph JY Sung Yingrui Li Jun Wang | 2014 | Cell Research2014，，6： | 16 |
| 3 | Comparison between different reconstruction routes in esophageal squamous cell carcinoma显示文摘AIM:To compare postoperative complications and prognosis of esophageal squamous cell carcinoma patients treated with different routes of reconstruction. METHODS:After obtaining approval from the Medical Ethics Committee of the Sun Yat-Sen University Cancer Center, we retrospectively reviewed data from 306 consecutive patients with histologically diagnosed esophageal squamous cell carcinoma who were treated between 2001 and 2011. All patients underwent radical McKeown-type esophagectomy with at least two-field lymphadenectomy. Regular follow-up was performed in our outpatient department. Postoperative complica-tions and long-term survival were analyzed by treatment modality, baseline patient characteristics, and operative procedure. Data from patients treated via the retrosternal and posterior mediastinal routes were compared. RESULTS:The posterior mediastinal and retrosternal reconstruction routes were employed in 120 and 186 patients, respectively. Pulmonary complications were the most common complications experienced during the postoperative period (46.1% of all patients; 141/306). Compared to the retrosternal route, the posterior mediastinal reconstruction route was associated with a lower incidence of anastomotic stricture (15.8% vs 27.4%, P = 0.018) and less surgical bleeding (242.8 ± 114.2 mL vs 308.2 ± 168.4 mL, P < 0.001). The median survival time was 26.8 mo (range:1.6-116.1 mo). Upon uni/multivariate analysis, a lower preoperative albumin level (P = 0.009) and a more advanced pathological stage (pT; P = 0.006; pN; P < 0.001) were identified as independent factors predicting poor prognosis. The reconstruction route did not influence prognosis (P = 0.477). CONCLUSION:The posterior mediastinal route of reconstruction reduces incidence of postoperative complications but does not affect survival. This route is recommended for resectable esophageal squamous cell carcinoma. | Yu-Zhen Zheng Shu-Qin Dai Wei Li Xun Cao Xin Wang Jian-Hua Fu Peng Lin Lan-Jun Zhang Bin Lu Jun-Ye Wang | 2012 | World Journal of Gastroenterology2012，18，39： | 10 |
| 4 | Treatment effects of captopril on non-proliferative diabetic retinopathy显示文摘背景糖尿病的 retinopathy (医生)是 变换diabetes.Angiotensin 的最普通的复杂并发症之一酶禁止者被认为在在现在的学习的 DR.The 目的动物模型阻止并且对待网膜的疾病起一个重要作用是调查变换血管收缩素的酶禁止者的角色( ACEI , captopril )没有或与,在有 non-proliferative DR.Methods 的病人的治疗, 317 打 2 个糖尿病的病人( 88.05 个参加者) | Wang Ning Zheng Zhi Jin Hui-yi Xu Xun | 2012 | Chinese Medical Journal2012，，2： | 9 |
| 5 | R-CHOP regimen can significantly decrease the risk of disease relapse and progression in patients with non-germinal centerB-cell subtype diffuse large B-cell lymphoma显示文摘To further explore the role of rituximab when added to the CHOP-like regimen in the treatment of immunohistochemically defined non-germinal center B-cell subtype (non-GCB) diffuse large B-celllymphoma (DLBCL), 159 newly diagnosed DLBCL patients were studied retrospectively based on the immunohistochemical evaluation of CD10, Bcl-6, MUM-1, and Bcl-2. Altogether, 110 patients underwent the CHOP-like regimen, and rituximab was added for the other 49 patients. Cox regression analysis showed that compared with the CHOP-like regimen, the rituximab-based regimen (R-CHOP regimen)significantly decreased the risk of disease relapse and progression in CD10-negative patients (P=0.001),Bcl-6-negative patients (P=0.01), and MUM-1-positive patients (P=0.003). The risk of disease relapse in patients with non-GCB subtype (P=0.002) also decreased. In contrast, patients with the opposite immunohistochemical marker expression profile and GCB subtype did not benefit from treatment with the R-CHOP regimen. In addition, non-GCB subtype patients had a significantly higher expression rate of Bcl-2 than GCB subtype patients (P=0.042). Although univariate analysis found that both Bcl-2-positive and-negative patients had significantly higher event-free survival rates with the R-CHOP regimen, only Bcl-2 positivity (P=0.004) maintained significance in the Cox regression analysis. We conclude that the addition of rituximab can significantly improve the prognosis of patients with non-GCB subtype DLBCL, which is closely related to the expression of CD10, Bcl-6, MUM-1, and Bcl-2. | Xiao-Hui He Bo Li Sheng Yang Ning Lu Xun Zhang Shuang-Mei Zou Ye-Xiong Li Yong-Wen Song Shan Zheng Mei Dong Sheng-Yu Zhou dian-Liang Yang Peng Liu Chang-Gong Zhang Yan Qin Feng-Yi Feng Yuan-Kai Shi | 2012 | Chinese Journal of Cancer2012，31，6： | 9 |
| 6 | Dynamic tensile properties and microstructural evolution of extruded EW75 magnesium alloy at high strain rates显示文摘The dynamic tensile properties and microstructural evolution of an extruded EW75 magnesium alloy deformed at ambient temperature and different high strain rates(from 1000 to 3000 s^(-1))along extrusion direction(ED)were investigated by Split Hopkinson Tension Bar(SHTB).The corresponding deformation mechanisms,texture evolution and microstructure changes were analyzed by optical microscope(OM),electron backscatter diffraction(EBSD)and transmission electron microscope(TEM).The results show that the extruded EW75 magnesium alloy along ED exhibits a conventional positive strain rate sensitivity that the dynamic flow stresses increase with in creasing strain rate.Texture measurements show that after dynamic tension,the initial weak texture of extruded EW75 magnesium alloy tansforms to a relatively strong<10-10>//ED texture with increasing strain rates.The microstructural analysis demonstrates that dislocation motion are main deformatin mode to accommodate dynamic tensile deformation at high strain rates.In addition,the interactions of dislocation-dislocation and dislocation-second phase lead to the in crease of flow stress and strain hardening with increasing strain rate. | Jincheng Yu Bo Song Dabiao Xia Xun Zeng Yuanding Huang Norbert Hort Pingli Mao Zheng Liu | 2020 | Journal of Magnesium and Alloys2020，8，3： | 7 |
| 7 | Changes in Activities of Glutamine Synthetase during Grain Filling and Their Relation to Rice Quality显示文摘Four japonica rice varieties differed in cooking and eating qualities were used in a pot experiment to study the relationship between the activities of glutamine synthetase during grain filling and rice quality. The activities of glutamine synthetase gradually increased and then declined as a single peak curve in the course of grain filling. The 15th day after heading was a turning point, before which the enzymatic activities in the inferior rice varieties with high protein content were higher than those in the superior rice varietie with low protein content, and after which it was converse. The activity of glutamine synthetase in grain was correlated with the taste meter value, peak viscosity and breakdown negatively at the early stage of grain filling whereas positively at the middle and late stages. Moreover, it was correlated with the protein content of rice grain and setback positively at the early stage and negatively at the middle and late stages. The correlation degree varied with the course of grain filling. From 15 days to 20 days after heading was a critical stage, in which the direction of correlation between the activity of glutamine synthetase and taste meter value and RVA properties of rice changed. | JIN Zheng xun QIAN Chun rong YANG Jing LIU Hai ying PIAO Zhong ze | 2007 | Rice science2007，14，3： | 6 |
| 8 | Dark matter direct search sensitivity of the PandaX-4T experiment显示文摘The Panda X-4T experiment, a 4-ton scale dark matter direct detection experiment, is being planned at the China Jinping Underground Laboratory. In this paper we present a simulation study of the expected background in this experiment. In a 2.8-ton fiducial mass and the signal region between 1-10 keV electron equivalent energy, the total electron recoil background is found to be 4.9 × 10^(-5) kg^(-1) d^(-1) keV^(-1). The nuclear recoil background in the same region is 2.8 × 10^(-7) kg^(-1) d^(-1) keV^(-1). With an exposure of 5.6 ton-years, the sensitivity of Panda X-4 T could reach a minimum spin-independent dark matter-nucleon cross section of 6 × 10^(-48) cm^2 at a dark matter mass of 40 Ge V/c^2. | HongGuang Zhang Abdusalam Abdukerim Wei Chen Xun Chen YunHua Chen XiangYi Cui BinBin Dong DeQing Fang ChangBo Fu Karl Giboni Franco Giuliani LinHui Gu XuYuan Guo ZhiFan Guo Ke Han ChangDa He ShengMing He Di Huang XingTao Huang Zhou Huang Peng Ji XiangDong Ji YongLin Ju ShaoLi Li Yao Li Heng Lin HuaXuan Liu JiangLai Liu YuGang Ma YaJun Mao KaiXiang Ni JinHua Ning XiangXiang Ren Fang Shi AnDi Tan AnQing Wang Cheng Wang HongWei Wang Meng Wang QiuHong Wang SiGuang Wang XiuLi Wang XuMing Wang Zhou Wang MengMeng Wu ShiYong Wu JingKai Xia MengJiao Xiao PengWei Xie BinBin Yan JiJun Yang Yong Yang ChunXu Yu JuMin Yuan JianFeng Yue Dan Zhang Tao Zhang Li Zhao QiBin Zheng JiFang Zhou Ning Zhou XiaoPeng Zhou | 2019 | Science China(Physics,Mechanics & Astronomy)2019，62，3： | 6 |
| 9 | Managing esophageal fistulae by endoscopic transluminal drainage in esophageal cancer patients with superior mediastinal sepsis after esophagectomy显示文摘The management of postoperative leaks into the mediastinum after esophagectomy remains a challenge. We describe our clinical management of this complication through endoscopic transluminal drainage. Between 2008 and 2011, 4 patients with esophageal squamous cell carcinoma (ESCC) who underwent McKeown-type esophagectomy with two-field lymphadenectomy experienced complicated anastomotic fistulae in the presence of superior mediastinal sepsis. All 4 patients underwent endoscopic transluminal drainage, and all survived. The mean healing period was 50 days (range, 31 to 58 days), the mean stay in the intensive care unit was 7.3 days (range, 1 to 18 days), and the mean hospital stay was 64.5 days (range, 49 to 70 days). Endoscopically guided transluminal drainage should be considered for ESCC patients with superior mediastinal fistulae after esophagectomy. | Yu-Zhen Zheng Shu-Qin Dai Hong-Bo Shan Xiao-Yan Gao Lan-Jun Zhang Xun Cao Jian-Fei Zhu Jun-Ye Wang | 2013 | Chinese Journal of Cancer2013，32，8： | 6 |
| 10 | Collagen derived species-specific peptides for distinguishing donkey-hide gelatin(Asini Corii Colla)显示文摘Objective:As an important food therapy product with traditional Chinese medicine(TCM) applications,donkey-hide gelatin(Asini Corii Colla,ACC) has been used for thousands of years.However,till now few effective strategy had been proposed to distinguish ACC from other animal hide gelatins,especially closely related horse-and mule-hide gelatins,which was an embarrassment of ACC quality control.Methods:Combined mass spectrometry and bioinformatic methods have been applied to identify and verify two ACC-specific peptides(Pep-1 and Pep-2) capable of distinguishing ACC from other closely related animal gelatins with high selectivity.Results:It confirmed that these two peptides could be not only used for distinguishing ACC from highly homologous horse-hide and mule-hide gelatins as well as other animal hide gelatins.Conclusion:The present study provides a simple method for species-specific peptides discovery,which can be used for assessing the quality of animal gelatin products,and ensure they are authenticable and traceable. | Shuo Cai Ke-xuan Zhao Meng-tong Jiang Shu-ying Han Yun-feng Zheng Xun Liu Ming Zhao Jin-ao Duan Rui Liu | 2021 | Chinese Herbal Medicines2021，13，2： | 5 |
| 11 | Activation of Na+/K+-ATPase attenuates high glucose-induced H9c2 cell apoptosis via suppressing ROS accumulation and MAPKs activities bv DRm217显示文摘多糖症在糖尿病是为心肌的 apoptosis 和机能障碍负责的主要因素之一。许多研究证明了在减少的 Na +/K+-ATPase 活动和糖尿病的心肌症之间有一种靠近的关系。然而,高导致葡萄糖的心肌的损害上的直接激活的 Na +/K+-ATPase 的效果仍然是未知的。这里,我们发现了那 DRm217, Na +/K+-ATPases 医生区域特定的 monoclonal 抗体和直接使活跃之物,能阻止高导致葡萄糖的 H9c2 细胞损害,反应的氧种(ROS ) 版本,和 mitochondrial 机能障碍。高葡萄糖处理减少了 Na +/K+-ATPase 活动和增加的细胞内部的 Ca 2+ 铺平,而 DRm217 增加了 Na +/K+-ATPase 活动和减轻的 Ca 2+ 超载。Ca 2+ 超载或关门的钠钙 exchanger (NCX 隧道) 的抑制能颠倒高导致葡萄糖的 ROS 增加和房间损害。另外, DRm217 能显著地稀释高导致葡萄糖的 p38, JNK 和 ERK1/2 phosphorylation,它涉及高导致葡萄糖的房间损害和 ROS 累积。我们的调查结果建议 DRm217 可以在心免于高葡萄糖的有害效果。由特定的 Na +/K+-ATPase 使活跃之物的高导致葡萄糖的心肌的房间损害的预防可以是一种吸引人的治疗学的选择。 | Xiaofei Yan Meng Xun Jing Li Litao Wu Xiaojuan Dou Jin Zheng | 2016 | Acta Biochimica et Biophysica Sinica2016，48，10： | 5 |
| 12 | Metabolism Study on Tobacco-specific N-Nitrosamines in Rabbit by Solid-phase Extraction and Liquid Chromatography-electrospray Ionization-mass Spectrometry Method显示文摘Metabolism of four tobacco-specific N-nitrosamines (TSNAs), N′-nitrosonornicotine (NNN), N′-nitrosoanatabine (NAT), N′-nitrosoanabasine (NAB) and 4-(methyl nitrosamino)-1- (3-pyridyl)-1-butanone (NNK) was studied by solid-phase extraction (SPE) and liquid chromato- graphy-electrospray ionization-mass spectrometry (LC-ESI-MS). SPE and LC-ESI-MS method was evaluated to be rapid, simple, sensitive and selective for analysis of TSNAs in rabbit serum. The doses of TSNAs administrated were 4.666 μgkg and 11.665 μgkg according to different levels in cigarettes. Metabolic curves of four TSNAs and 4-(methyl nitrosamino)-1-(3-pyridyl)- 1-butanone (NNAL), the metabolite of NNK, were obtained. | Jian Xun ZHANG Chen Chen LI Zheng CHEN Zhi Hua RAO Da Wei WEN Ke An LI Hu Wei LIU | 2005 | Chinese Chemical Letters2005，16，12： | 5 |
| 13 | CTC clusters induced by heparanase enhance breast cancer metastasis显示文摘聚集的变形癌症房间,当传播肿瘤房间(CTC ) 聚类,指了,在癌症病人的血是在场的并且贡献癌症转移。然而, CTC 的起源聚类,特别 intravascular 总数,未知的遗体。这里,我们采用暂停文化方法在乳癌病人的循环模仿 CTC 簇形成。用这些方法产生的 CTC 簇展出了被 heparanase (HPSE ) 的 overexpression 定义的一个增加的变形潜力。Heparanase 导致了 FAK-1-dependent 和 ICAM-1-dependent 房间粘附,它支持了 intravascular 房间聚集。而且,它有 JG6 的活动的 heparanase 或抑制击倒,一个 heparanase 禁止者,是足够的堵住房间簇的形成并且压制乳癌转移。我们的数据表明那调停 heparanase 的房间粘附是批评的因为转移由 intravascular CTC 簇调停了。我们也建议在癌症房间传播指向 heparanase 的功能可能限制变形前进。 | Rong-rui WEI Dan-ni SUN Hong YANG Juan YAN Xiong ZHANG Xing-ling ZHENG Xu-hong FU Mei-yu GENG Xun HUANG Jian DING | 2018 | Acta Pharmacologica Sinica2018，39，8： | 5 |
| 14 | Isolation and phylogenetic study of Rift Valley fever virus from the first imported case to China显示文摘Dear Editor,Rift Valley fever(RVF)is an anthropozoonosis caused by Rift Valley fever virus(RVFV).RVFV belongs to the Phlebovirus genus in the family Bunyaviridae,which is circulating among ruminants.Human infection with RVFV is generally asymptomatic,however,minority of patients develop severe RVF diseases like encephalitis | Yongxia Shi Kui Zheng Xiaobo Li Liqiang Li Shufen Li Jinmin Ma Jun Dai Jingkai Ji Shuai Yuan Haorong Lu Jiandong Li Fangfang Sun Xun Xu Jicheng Huang | 2017 | Virologica Sinica2017，32，3： | 4 |
| 15 | Technological Innovation Characteristics and Capacity Enhancement Ways for the Agricultural Science and Technology Enterprises in Beijing City显示文摘From the perspective of innovation mechanism,capital,personnel,achievements and conversion,this study analyzes the current situation of technological innovation in Beijing agricultural science and technology enterprises,and summarizes the characteristics including single financing channel of R&D funds,low conversion rate of innovative products,unbalanced distribution of technology and innovative talents,the underestimated position of enterprises as the main body of technological innovation,the large gap of innovation achievements between developed provinces and Beijing.At last,this study puts forward the ways to improve technological innovation ability in Beijing agricultural science and technology enterprises as follows:developing technological innovation strategies;improving the R&D expenditure and expanding the financing channels;perfecting the mechanism of professional personnel training in agricultural technology innovation;enhancing the level of innovation performance management;establishing and improving the corporate culture of innovation and cultivating technology innovation spirit. | Ping LI Ruimei WANG Xun ZHENG | 2016 | Asian Agricultural Research2016，8，4： | 4 |
| 16 | Novel MAC protocol for terahertz ultra-high data-rate wireless networks显示文摘Due to having a large bandwidth to support Gbps-level data rate,terahertz communication attracts more and more attention in recent years.However,there are few medium access control(MAC)protocols for terahertz ultra-high data-rate wireless networks,which affects the research and application of terahertz communications.To address this problem and to achieve ultra-high data-rate wireless access with terahertz communication,a novel MAC protocol,called medium access control for terahertz communication(MAC-TC),is proposed.Through designing a new channel access scheme,a new superframe structure,and related key parameters,MAC-TC can support a maximum data rate up to 10 Gbit/s even higher.Theoretical analysis and simulation results show that our proposed MAC protocol realizes the function of medium access control and attains a maximum data rate of 18.3 Gbit/s,which is 2 times higher than 5.78 Gbit/s,the theoretical maximum data rate of IEEE 802.15.3c standard. | REN Zhi CAO Ya-nan ZHOU Xun ZHENG Yuan Chen Qian-bin | 2013 | The Journal of China Universities of Posts and Telecommunications2013，20，6： | 3 |
| 17 | Acrolein Aggravates Secondary Brain Injury After Intracerebral Hemorrhage Through Drp1-Mediated Mitochondrial Oxidative Damage in Mice显示文摘Clinical advances in the treatment of intracranial hemorrhage(ICH)are restricted by the incomplete understanding of the molecular mechanisms contributing to secondary brain injury.Acrolein is a highly active unsaturated aldehyde which has been implicated in many nervous system diseases.Our results indicated a significant increase in the level of acrolein after ICH in mouse brain.In primary neurons,acrolein induced an increase in mitochondrial fragmentation,loss of mitochondrial membrane potential,generation of reactive oxidative species,and release of mitochondrial cytochrome c.Mechanistically,acrolein facilitated the translocation of dynaminrelated protein 1(Drpl)from the cytoplasm onto the mitochondrial membrane and led to excessive mitochondrial fission.Further studies found that treatment with hydralazine(an acrolein scavenger)significantly reversed Drpl translocation and the morphological damage of mitochondria after ICH.In parallel,the neural apoptosis,brain edema,and neurological functional deficits induced by ICH were also remarkably alleviated.In conclusion,our results identify acrolein as an important contributor to the secondary brain injury following ICH.Meanwhile,we uncovered a novel mechanism by which Drpl-mediated mitochondrial oxidative damage is involved in acroleininduced brain injury. | Xun Wu Wenxing Cui Wei Guo Haixiao Liu Jianing Luo Lei Zhao Hao Guo Longlong Zheng Hao Bai Dayun Feng Yan Qu | 2020 | Neuroscience Bulletin2020，36，10： | 3 |
| 18 | Application of spline wavelet transform in differential of electroanalytical signal显示文摘Investigating characteristics of spline wavelet, we found that if the two-order spline function, the derivative function of the three-order B spline function, is used as the wavelet base function, the spline wavelet transform has both the property of denoising and that of differential. As a result, the relation between the spline wavelet transform and the differential was studied in theory. Experimental results show that the spline wavelet transform can well be applied to the differential of the electroanalytical signal. Compared with other kinds of wavelet transform, the spline wavelet transform has a characteristic of differential. Compared with the digital differentia] and simulative differential with electronic circuit, the spline wavelet transform not only can carry out denoising and differential for a signal, but also has the advantages of simple operation and small quantity of calculation, because step length, RC constant and other kinds of parameters need not be selected. Compared with | ZHANG Shuling ZHENG Jianbin GU Wenliang ZHANG Hongquan HOU Xun GAO Hong | 2001 | Chinese Science Bulletin2001，46，7： | 3 |
| 19 | Calcium mediates high glucose-induced HIF-la and VEGF expression in cultured rat retinal Müller cells through CaMKII-CREB pathway显示文摘 | Jun LI Shu-zhi ZHAO Pei-pei WANG Song-ping YU Zhi ZHENG Xun XU | 2012 | Acta Pharmacologica Sinica2012，33，8： | 3 |
| 20 | Photonic integrated spiking neuron chip based on a self-pulsating DFB laser with a saturable absorber显示文摘We proposed and experimentally demonstrated a simple and novel photonic spiking neuron based on a distributed feedback(DFB)laser chip with an intracavity saturable absorber(SA).The DFB laser with an intracavity SA(DFBSA)contains a gain region and an SA region.The gain region is designed and fabricated by the asymmetric equivalentπ-phase shift based on the reconstruction-equivalent-chirp technique.Under properly injected current in the gain region and reversely biased voltage in the SA region,periodic self-pulsation was experimentally observed due to the Q-switching effect.The self-pulsation frequency increases with the increase of the bias current and is within the range of several gigahertz.When the bias current is below the self-pulsation threshold,neuronlike spiking responses appear when external optical stimulus pulses are injected.Experimental results show that the spike threshold,temporal integration,and refractory period can all be observed in the fabricated DFB-SA chip.To numerically verify the experimental findings,a time-dependent coupled-wave equation model was developed,which described the physics processes inside the gain and SA regions.The numerical results agree well with the experimental measurements.We further experimentally demonstrated that the weighted sum output can readily be encoded into the self-pulsation frequency of the DFB-SA neuron.We also benchmarked the handwritten digit classification task with a simple single-layer fully connected neural network.By using the experimentally measured dependence of the self-pulsation frequency on the bias current in the gain region as an activation function,we can achieve a recognition accuracy of 92.2%,which bridges the gap between the continuous valued artificial neural networks and spike-based neuromorphic networks.To the best of our knowledge,this is the first experimental demonstration of a photonic integrated spiking neuron based on a DFB-SA,which shows great potential to realizing large-scale multiwavelength photonic spiking neural network chips. | YUECHUN SHI SHUIYING XIANG XINGXING GUO YAHUI ZHANG HONGJI WANG DIANZHUANG ZHENG YUNA ZHANG YANAN HAN YONG ZHAO XIAOJUN ZHU XIANGFEI CHEN XUN LI YUE HAO | 2023 | Photonics Research2023，11，8： | 2 |
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