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Ant colony optimization approach for test scheduling of system on chip 被引量:1
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作者 CHEN Ling PAN Zhong-liang 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第2期212-216,共5页
It is necessary to perform the test of system on chip,the test scheduling determines the test start and finishing time of every core in the system on chip such that the overall test time is minimized.A new test schedu... It is necessary to perform the test of system on chip,the test scheduling determines the test start and finishing time of every core in the system on chip such that the overall test time is minimized.A new test scheduling approach based on chaotic ant colony algorithm is presented in this paper.The optimization model of test scheduling was studied,the model uses the information such as the scale of test sets of both cores and user defined logic.An approach based on chaotic ant colony algorithm was proposed to solve the optimization model of test scheduling.The test of signal integrity faults such as crosstalk were also investigated when performing the test scheduling.Experimental results on many circuits show that the proposed approach can be used to solve test scheduling problems. 展开更多
关键词 测试时间 片上系统 调度方法 蚁群优化 日程安排 蚁群算法 优化模型 用户自定义
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Random testing for system-level functional verification of system-on-chip 被引量:4
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作者 Ma Qinsheng Cao Yang +1 位作者 Yang Jun Wang Min 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第6期1378-1383,共6页
In order to deal with the limitations during the register transfer level verification, a new functional verification method based on the random testing for the system-level of system-on-chip is proposed.The validity o... In order to deal with the limitations during the register transfer level verification, a new functional verification method based on the random testing for the system-level of system-on-chip is proposed.The validity of this method is proven theoretically.Specifically, testcases are generated according to many approaches of randomization.Moreover, the testbench for the system-level verification according to the proposed method is designed by using advanced modeling language.Therefore, under the circumstances that the testbench generates testcases quickly, the hardware/software co-simulation and co-verification can be implemented and the hardware/software partitioning planning can be evaluated easily.The comparison method is put to use in the evaluation approach of the testing validity.The evaluation result indicates that the efficiency of the partition testing is better than that of the random testing only when one or more subdomains are covered over with the area of errors, although the efficiency of the random testing is generally better than that of the partition testing.The experimental result indicates that this method has a good performance in the functional coverage and the cost of testing and can discover the functional errors as soon as possible. 展开更多
关键词 VLSI circuit VERIFICATION random process FUNCTION testING SYSTEM-ON-chip system-level.
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The embedded design verification test of microwave circuit modules based on specific chips
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作者 郭荣斌 Mingjun Liu +1 位作者 Xiucai Zhao Lei Xia 《电子世界》 2013年第8期129-131,共3页
In the Paper,the author introduces an embedded design verification test based on specific chips to solve the technical problems of microwave circuit test and fault diagnosis.The author explains embedded design of micr... In the Paper,the author introduces an embedded design verification test based on specific chips to solve the technical problems of microwave circuit test and fault diagnosis.The author explains embedded design of microwave circuit modules and approach of hardware design and software design,and finally verifies the embedded design of microwave circuit modules based on specific chips. 展开更多
关键词 摘要 编辑部 编辑工作 读者
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Design and Test of Multibus Adapter System on a Chip for Fault Tolerant Computer Systems
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作者 Yang Yinghua, Huang Chang, Meng Biao, Zhang Xing, Yu Shan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1992年第4期5-6,2,共3页
In order to improve the system reliability and performance and to reduce the system cost, volume and weight, we have designed, fabricated and tested the multibus adapter system of a trimodular redundant fault tolerant... In order to improve the system reliability and performance and to reduce the system cost, volume and weight, we have designed, fabricated and tested the multibus adapter system of a trimodular redundant fault tolerant computer system on a single chip of 5000 gate CMOS gate array. The design, fabrication and test of this single chip system will be discussed.. 展开更多
关键词 BUS Design and test of Multibus Adapter System on a chip for Fault Tolerant Computer Systems chip test
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基于ChipScope的EDA实验平台的设计 被引量:5
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作者 杨贤军 《通信技术》 2012年第10期101-102,106,共3页
针对EDA实验中缺乏有效的分析环境,提出了基于ChipScope的EDA实验平台设计方案,通过设计EDA硬件实验平台,结合Xilinx公司提供的ChipScope分析工具,实现对EDA实验过程各种信号的测量与分析。给出了EDA实验平台的硬件组成结构和信号分析过... 针对EDA实验中缺乏有效的分析环境,提出了基于ChipScope的EDA实验平台设计方案,通过设计EDA硬件实验平台,结合Xilinx公司提供的ChipScope分析工具,实现对EDA实验过程各种信号的测量与分析。给出了EDA实验平台的硬件组成结构和信号分析过程,并详细阐述了ChipScope的配置及应用方法。最后阐述了用户利用ChipScope的实验分析平台开展实验的3个阶段。 展开更多
关键词 电子设计自动化 实验平台 芯片测试 信号分析 配置
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Scheduling method based on virtual flattened architecture for Hierarchical system-on-chip
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作者 张冬 张金艺 +1 位作者 杨晓冬 杨毅 《Journal of Shanghai University(English Edition)》 CAS 2009年第6期433-437,共5页
As the technology of IP-core-reused has been widely used, a lot of intellectual property (IP) cores have been embedded in different layers of system-on-chip (SOC). Although the cycles of development and overhead a... As the technology of IP-core-reused has been widely used, a lot of intellectual property (IP) cores have been embedded in different layers of system-on-chip (SOC). Although the cycles of development and overhead are reduced by this method, it is a challenge to the SOC test. This paper proposes a scheduling method based on the virtual flattened architecture for hierarchical SOC, which breaks the hierarchical architecture to the virtual flattened one. Moreover, this method has more advantages compared with the traditional one, which tests the parent cores and child cores separately. Finally, the method is verified by the ITC'02 benchmark, and gives good results that reduce the test time and overhead effectively. 展开更多
关键词 system-on-chip test virtual flat hierarchical SOC test scheduling
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基于FPGA的高速ADC测试系统研究
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作者 李仕军 谌谦 +4 位作者 刘建明 杨超 梁希 谢休华 李小虎 《微处理机》 2026年第1期1-6,共6页
本研究介绍了一种基于FPGA的超高速ADC芯片测试系统。重点阐述了该系统的设计原理,包括测试系统的时钟树网络和数据采集系统的电源网络设计。基于FPGA实现了针对超高速ADC的数据采集和数据缓存的采集平台,以及动态性能测试软件系统,并... 本研究介绍了一种基于FPGA的超高速ADC芯片测试系统。重点阐述了该系统的设计原理,包括测试系统的时钟树网络和数据采集系统的电源网络设计。基于FPGA实现了针对超高速ADC的数据采集和数据缓存的采集平台,以及动态性能测试软件系统,并提供可调的超高精度、低抖动的时钟信号。结果表明,ADC芯片在1 GHz时的SNR为34.03 dBFS,ENOB为5.65 bit;在20 GHz时的SNR为30.07 dBFS,ENOB为4.58 bit。测试结果与芯片手册一致,表明该测试系统满足超高速ADC的测试要求,也可用于8位或12位、12 Gsps以上ADC芯片的测试。 展开更多
关键词 超高速ADC芯片测试 测试系统 FPGA 低抖动时钟
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on-Chip SRAM内建自测试及其算法的研究
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作者 刘有耀 李彬 《数字通信》 2014年第4期14-18,共5页
具体研究on-Chip SRAM的内建自测试及其算法。在引入嵌入式存储器内建自测试的基础上,详细分析on-Chip SRAM内建自测试的具体实现方法,反映出内建自测试对于简化测试程序和缩短测试时间,从而降低测试成本的重要性。详细描述在测试on-Chi... 具体研究on-Chip SRAM的内建自测试及其算法。在引入嵌入式存储器内建自测试的基础上,详细分析on-Chip SRAM内建自测试的具体实现方法,反映出内建自测试对于简化测试程序和缩短测试时间,从而降低测试成本的重要性。详细描述在测试on-Chip SRAM时常用的算法,并具体分析非传统性测试算法——Hammer算法和Retention算法。 展开更多
关键词 片上静态随机存储器 内建自测试 故障模型 测试算法
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基于TestStand的音频芯片自动测量系统 被引量:5
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作者 梅萌 尹秋燕 《机电产品开发与创新》 2011年第5期105-106,共2页
为了解决利用仪器手动测量音频芯片性能效率不高,易出错的问题,根据音频芯片测试系统的原理,以LabVIEW、TestStand为平台进行系统化,模块化自动测量。本文介绍了该系统的硬件、软件构成,详细介绍软件设计及功能实现流程。运行结果表明:... 为了解决利用仪器手动测量音频芯片性能效率不高,易出错的问题,根据音频芯片测试系统的原理,以LabVIEW、TestStand为平台进行系统化,模块化自动测量。本文介绍了该系统的硬件、软件构成,详细介绍软件设计及功能实现流程。运行结果表明:该系统运行稳定,精度高。 展开更多
关键词 虚拟仪器 LABVIEW testSTAND 音频芯片 测量系统
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微流控芯片聚合酶链式反应-胶体金试纸条技术检测副溶血性弧菌
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作者 宫艳艳 钱亮亮 +3 位作者 王爱媛 吕复云 张新雨 关力铭 《食品研究与开发》 2026年第4期165-171,共7页
利用化学基团与抗体特异性结合的原理,融合分子生物学与免疫学方法,以微流控芯片聚合酶链式反应(polymerase chain reaction,PCR)扩增产物与胶体金抗体结合,对副溶血性弧菌PCR扩增产物进行研究。对副溶血性弧菌、9株与副溶血性弧菌亲缘... 利用化学基团与抗体特异性结合的原理,融合分子生物学与免疫学方法,以微流控芯片聚合酶链式反应(polymerase chain reaction,PCR)扩增产物与胶体金抗体结合,对副溶血性弧菌PCR扩增产物进行研究。对副溶血性弧菌、9株与副溶血性弧菌亲缘关系相近的菌株和6株食源性致病菌菌株进行PCR扩增,验证其特异性;通过对新鲜菌液作10倍梯度稀释后进行PCR扩增,开展副溶血性弧菌PCR扩增产物灵敏度试验;运用菌液模拟污染虾样品,验证混合样中此方法的灵敏度和可靠性。结果表明,核酸捕获胶体金试纸条能够特异性检测出副溶血性弧菌的PCR扩增产物,且与其他菌株均无交叉反应。试验采用微流控芯片PCR和胶体金试纸条技术对副溶血性弧菌菌液的检测灵敏度可达5 CFU/mL,与琼脂糖凝胶电泳方法结果一致,能够快速、灵敏、有效的检测副溶血弧菌。 展开更多
关键词 副溶血性弧菌 微流控芯片聚合酶链式反应(PCR) 胶体金试纸条 特异性检测 灵敏度检测
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Performance enhancement of paper-based SERS chips by shell-isolated nanoparticle-enhanced Raman spectroscopy 被引量:5
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作者 Mingze Sun Binghan Li +5 位作者 Xiaojia Liu Jiayin Chen Taotao Mu Lianqing Zhu Jinhong Guo Xing Ma 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2019年第10期2207-2212,共6页
Paper-based flexible surface-enhanced Raman scattering(SERS) chips have been demonstrated to have great potential for future practical applications in point-of-care testing(POCT) due to the potentials of massive fabri... Paper-based flexible surface-enhanced Raman scattering(SERS) chips have been demonstrated to have great potential for future practical applications in point-of-care testing(POCT) due to the potentials of massive fabrication, low cost, efficient sample collection and short signal acquisition time. In this work,common filter paper and Ag@Si O2 core-shell nanoparticles(NP) have been utilized to fabricate SERS chips based on shell-isolated nanoparticle-enhanced Raman spectroscopy(SHINERS). The SERS performance of the chips for POCT applications was systematically investigated. We used crystal violet as the model molecule to study the influence of the size of the Ag core and the thickness of the Si O2 coating layer on the SERS activity and then the morphology optimized Ag@Si O2 core-shell NPs was employed to detect thiram. By utilizing the smartphone as a miniaturized Raman spectral analyzer, high SERS sensitivity of thiram with a detection limit of 10^-9 M was obtained. The study on the stability of the SERS chips shows that a Si O2 shell of 3 nm can effectively protect the as-prepared SERS chips against oxidation in ambient atmosphere without seriously weakening the SERS sensitivity. Our results indicated that the SERS chips by SHINERS had great potential of practical application, such as pesticide residues detection in POCT. 展开更多
关键词 SERS chip POINT-OF-CARE test(POCT) Shell-core nanostructure Stability
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CORE-UNIFIED SOC TEST DATA COMPRESSION AND APPLICATION
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作者 Yi Maoxiang Guo Xueying +2 位作者 Liang Huaguo Wang Wei Zhang Lei 《Journal of Electronics(China)》 2010年第1期79-87,共9页
The pattern run-length coding test data compression approach is extended by introducing don't care bit(x) propagation strategy into it.More than one core test sets for testing core-based System-on-Chip(SoC) are un... The pattern run-length coding test data compression approach is extended by introducing don't care bit(x) propagation strategy into it.More than one core test sets for testing core-based System-on-Chip(SoC) are unified into a single one,which is compressed by the extended coding technique.A reconfigurable scan test application mechanism is presented,in which test data for multiple cores are scanned and captured jointly to make SoC test application more efficient with low hardware overhead added.The proposed union test technique is applied to an academic SoC embedded by six large ISCAS'89 benchmarks,and to an ITC' 02 benchmark circuit.Experiment results show that compared with the existing schemes in which a core test set is compressed and applied independently of other cores,the proposed scheme can not only improve test data compression/decompression,but also reduce the redundant shift and capture cycles during scan testing,decreasing SoC test application time effectively. 展开更多
关键词 System-on-chip(SoC) test application time Pattern run-length X-propagation Union test RECONFIGURATION
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Study on MCM Interconnect Test Generation Based on Ant Algorithm with Mutation Operator
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作者 陈雷 《上海交通大学学报》 EI CAS CSCD 北大核心 2007年第S2期150-153,共4页
A novel multi-chip module(MCM) interconnect test generation scheme based on ant algorithm(AA) with mutation operator was presented.By combing the characteristics of MCM interconnect test generation,the pheromone updat... A novel multi-chip module(MCM) interconnect test generation scheme based on ant algorithm(AA) with mutation operator was presented.By combing the characteristics of MCM interconnect test generation,the pheromone updating rule and state transition rule of AA is designed.Using mutation operator,this scheme overcomes ordinary AA’s defects of slow convergence speed,easy to get stagnate,and low ability of full search.The international standard MCM benchmark circuit provided by the MCNC group was used to verify the approach.The results of simulation experiments,which compare to the results of standard ant algorithm,genetic algorithm(GA) and other deterministic interconnecting algorithms,show that the proposed scheme can achieve high fault coverage,compact test set and short CPU time,that it is a newer optimized method deserving research. 展开更多
关键词 MULTI-chip module(MCM) INTERCONNECT test ANT algorithm(AA) test generation MUTATION
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高压大功率模块多芯片并联下V_(CE)(T)法的适用性研究
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作者 王为介 谢露红 +2 位作者 谢望玉 邓二平 周宇豪 《中国电机工程学报》 北大核心 2026年第2期780-788,I0028,共10页
多芯片并联的高压大功率模块被广泛运用在轨道交通领域,该工况对模块长时间运行可靠性具有较高的要求。功率循环实验是考核功率模块可靠性最重要的实验,其中结温是影响模块寿命的最重要的因素。目前常用V_(CE)(T)法进行结温的测量,然而... 多芯片并联的高压大功率模块被广泛运用在轨道交通领域,该工况对模块长时间运行可靠性具有较高的要求。功率循环实验是考核功率模块可靠性最重要的实验,其中结温是影响模块寿命的最重要的因素。目前常用V_(CE)(T)法进行结温的测量,然而对于多芯片并联的模块来说,V_(CE)(T)法测量结温所表征的物理意义及其适用性还没有得到详细的研究。该文选用轨交用的6500V/750A多芯片并联模块进行研究,通过对模块内的16颗并联芯片进行结温校准和温度分布试验,探究得到V_(CE)(T)法结温与多芯片平均温度及“1/3法”计算温度都相等的结论。并利用有限元思想从理论的角度分析得到多芯片平均温度与“1/3法”计算温度具有相同表达式的结论,从而进一步验证实验结论的准确性。因此,V_(CE)(T)法仍然适用于多芯片并联模块的结温测量,其测量的结温在物理本质上可以表征为多颗芯片表面的平均温度。 展开更多
关键词 高压大功率模块 多芯片并联 结温测量 V_(CE)(T)法 功率循环
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Area-time associated test cost model for SoC and lower bound of test time
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作者 张金艺 翁寒一 +1 位作者 黄徐辉 蔡万林 《Journal of Shanghai University(English Edition)》 CAS 2011年第1期43-48,共6页
A novel test access mechanism (TAM) architecture with multi test-channel (TC) based on IEEE Standard 1500 is proposed instead of the traditional sub-TAM structure. The cost model of an area-time associated test an... A novel test access mechanism (TAM) architecture with multi test-channel (TC) based on IEEE Standard 1500 is proposed instead of the traditional sub-TAM structure. The cost model of an area-time associated test and the corresponding lower bound of system-on-chip (SoC) test time are established based on this TAM architecture. The model provides a more reliable method to control the SoC scheduling and reduces the complexity in related algorithm research. The result based on the area time associated test cost model has been validated using the ITC02 test benchmark. 展开更多
关键词 system-on-chip design for testability (SoC DriP) test cost test time lower bound
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数码液相芯片法检测抗核抗体谱的诊断效能研究
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作者 武利涛 郭楠 +5 位作者 李宝萍 张微 杨郝亮 王金霞 尚峨 张梅 《中国实验诊断学》 2025年第1期85-90,共6页
目的了解数码液相芯片法(DLCM)检测抗核抗体谱的诊断效能,为临床检测方法选择提供参考。方法收集2020年12月至2021年7月在北京中医药大学东直门医院就诊的患者血清共113例,分别用DLCM法和免疫印迹法(IBT)检测17种抗核抗体,分析两种方法... 目的了解数码液相芯片法(DLCM)检测抗核抗体谱的诊断效能,为临床检测方法选择提供参考。方法收集2020年12月至2021年7月在北京中医药大学东直门医院就诊的患者血清共113例,分别用DLCM法和免疫印迹法(IBT)检测17种抗核抗体,分析两种方法检验结果的一致性、符合率,并使用间接免疫荧光法(IIF)就两种方法学差异样本进行复测验证;分析DLCM检验结果对临床诊断的敏感性和特异性。结果DLCM法与IBT法的检测结果总体一致,17项中有14项指标均具有较强的一致性和符合率,阴性符合率要高于阳性符合率。但抗dsDNA抗体、抗组蛋白抗体和抗核小体抗体的一致性属于中等及以下水平。从不一致样本的IIF复检结果来看,DLCM的结果与IIF的结果符合率更高。DLCM在诊断系统性红斑狼疮和干燥综合征方面的敏感性和特异性均优于IBT。结论DLCM检测抗核抗体谱的诊断效能优于传统IBT法,可用于结缔组织自身免疫性疾病的临床筛查。 展开更多
关键词 抗核抗体谱 自身免疫性疾病 数码芯片法 免疫印迹法
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Point-of-Care Testing Using Three Dimensional Optical Biosensor Based on Microfluidic Technology
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作者 Chunxiu Liu Haoyuan Cai +4 位作者 Jian Jia Tianyang Cao Tong Li Tianjun Ma Chang Liu 《Journal of Biosciences and Medicines》 2016年第12期56-61,共6页
We have presented a three dimensional optical protein chip that fulfills the demanding for point-of-care diagnostics in terms of ease-of-use (one step assay), miniaturization (5 μl). The artful combination of magneti... We have presented a three dimensional optical protein chip that fulfills the demanding for point-of-care diagnostics in terms of ease-of-use (one step assay), miniaturization (5 μl). The artful combination of magnetic nanoparticles on chip and total internal reflection imaging (TIRI) technology permits the sensitive and rapid detection of hs-CRP (high-sensitivity C-reactive protein). The whole test was complete within 10 min using “all in one step” assay with a limit of detection of 0.1 ng/mL hs-CRP. The measuring range for hs-CRP could be extended to 10 ng/mL. The chip can also be used to detect more parameters in blood samples. 展开更多
关键词 Point-of-Care testing (POCT) Three Dimensional Optical chip HS-CRP
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钛钢复合板用机夹钻断屑槽设计与实验研究
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作者 杨德存 贠庆芳 +2 位作者 王春江 向志杨 文小山 《工具技术》 北大核心 2025年第8期116-124,共9页
塑性金属材料钻孔极易出现断屑不畅的问题,影响管孔加工效率和质量。针对机夹钻钻削钛钢复合板断屑不畅的问题,通过切屑折断机理分析和研究,提出一套机夹钻钻尖断屑槽优化设计方法,并拟定实验方案进行钛钢复合板钻孔实验。实验结果表明... 塑性金属材料钻孔极易出现断屑不畅的问题,影响管孔加工效率和质量。针对机夹钻钻削钛钢复合板断屑不畅的问题,通过切屑折断机理分析和研究,提出一套机夹钻钻尖断屑槽优化设计方法,并拟定实验方案进行钛钢复合板钻孔实验。实验结果表明,优化后的断屑槽可有效提升其钻削钛钢复合板的断屑性能,相对无断屑槽可换钻尖机夹钻,切屑长度缩短为原来的约50%,钻孔加工的平稳性得到提升;由于优化后前角增大,钻削钛钢复合板时Z向切削力减小约30%。 展开更多
关键词 钛钢复合板 机夹钻钻尖 断屑槽设计 加工实验
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DSP片上Flash测试系统设计与实现
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作者 王涛 于鹏 钱昀莹 《电子技术应用》 2025年第2期41-45,共5页
在DSP芯片的可靠性筛选考核试验中,片上Flash擦写耐久和数据保持测试是最重要的试验之一。针对内建自测试和外部自动化机台测试的局限性,提出了一种DSP片上Flash测试系统的设计与实现方法。在分析了Flash故障类型和测试算法的基础上,给... 在DSP芯片的可靠性筛选考核试验中,片上Flash擦写耐久和数据保持测试是最重要的试验之一。针对内建自测试和外部自动化机台测试的局限性,提出了一种DSP片上Flash测试系统的设计与实现方法。在分析了Flash故障类型和测试算法的基础上,给出了硬件原理图和软件实现流程,并搭建了实物平台进行效果评估。测试结果表明:该系统可实现多工位DSP片上Flash自动化测试,无需人工参与。同时工作状态可实时显示,测试过程中的数据和结果自动保存在外部存储器中,便于后期进行测试结果统计分析。 展开更多
关键词 片上Flash 擦写耐久 数据保持 测试系统
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智能化芯片设计程序测试研究综述 被引量:1
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作者 李晓鹏 闫明 +5 位作者 樊兴宇 唐振韬 开昰雄 郝建业 袁明轩 陈俊洁 《软件学报》 北大核心 2025年第6期2453-2476,共24页
在当今智能化的时代背景下,芯片作为智能电子设备的核心组件,在人工智能、物联网、5G通信等诸多领域发挥着关键作用,保障芯片的正确性、安全性和可靠性至关重要.在芯片的开发流程中,开发人员首先需要利用硬件描述语言,将芯片设计实现成... 在当今智能化的时代背景下,芯片作为智能电子设备的核心组件,在人工智能、物联网、5G通信等诸多领域发挥着关键作用,保障芯片的正确性、安全性和可靠性至关重要.在芯片的开发流程中,开发人员首先需要利用硬件描述语言,将芯片设计实现成软件形式(即芯片设计程序),然后再进行物理设计并最终流片(即生产制造).作为芯片设计制造的基础,芯片设计程序的质量直接影响了芯片的质量.因此,针对芯片设计程序的测试具有重要研究意义.早期的芯片设计程序测试方法主要依赖开发人员人工设计测试用例来测试芯片设计程序,往往需要大量的人工成本和时间代价.随着芯片设计程序复杂度的日益增长,诸多基于仿真的自动化芯片设计程序测试方法被提出,提升了芯片设计程序测试效率及有效性.近年来,越来越多的研究者致力于将机器学习、深度学习和大语言模型(LLM)等智能化方法应用于芯片设计程序测试领域.调研88篇智能化芯片设计程序测试相关的学术论文,从测试输入生成、测试预言构造及测试执行优化这3个角度对智能化芯片设计程序测试已有成果进行整理归纳,重点梳理芯片设计程序测试方法从机器学习阶段、深度学习阶段到大语言模型阶段的演化,探讨不同阶段方法在提高测试效率和覆盖率、降低测试成本等方面的潜力.同时,介绍芯片设计程序测试领域的研究数据集和工具,并展望未来的发展方向和挑战. 展开更多
关键词 芯片设计程序测试 大语言模型 测试用例生成
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