KR102936996B1 - 집적 회로 프로파일링 및 이상 검출 - Google Patents
집적 회로 프로파일링 및 이상 검출Info
- Publication number
- KR102936996B1 KR102936996B1 KR1020207031703A KR20207031703A KR102936996B1 KR 102936996 B1 KR102936996 B1 KR 102936996B1 KR 1020207031703 A KR1020207031703 A KR 1020207031703A KR 20207031703 A KR20207031703 A KR 20207031703A KR 102936996 B1 KR102936996 B1 KR 102936996B1
- Authority
- KR
- South Korea
- Prior art keywords
- values
- distance
- classification
- ics
- svd
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Links
Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/317—Testing of digital circuits
- G01R31/3181—Functional testing
- G01R31/3183—Generation of test inputs, e.g. test vectors, patterns or sequences
- G01R31/318307—Generation of test inputs, e.g. test vectors, patterns or sequences computer-aided, e.g. automatic test program generator [ATPG], program translations, test program debugging
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/2801—Testing of printed circuits, backplanes, motherboards, hybrid circuits or carriers for multichip packages [MCP]
- G01R31/2803—Testing of printed circuits, backplanes, motherboards, hybrid circuits or carriers for multichip packages [MCP] by means of functional tests, e.g. logic-circuit-simulation or algorithms therefor
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/2851—Testing of integrated circuits [IC]
- G01R31/2894—Aspects of quality control [QC]
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/2851—Testing of integrated circuits [IC]
- G01R31/2896—Testing of IC packages; Test features related to IC packages
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/317—Testing of digital circuits
- G01R31/31707—Test strategies
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/317—Testing of digital circuits
- G01R31/31718—Logistic aspects, e.g. binning, selection, sorting of devices under test, tester/handler interaction networks, Test management software, e.g. software for test statistics or test evaluation, yield analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/28—Testing of electronic circuits, e.g. by signal tracer
- G01R31/317—Testing of digital circuits
- G01R31/3181—Functional testing
- G01R31/3183—Generation of test inputs, e.g. test vectors, patterns or sequences
- G01R31/318342—Generation of test inputs, e.g. test vectors, patterns or sequences by preliminary fault modelling, e.g. analysis, simulation
- G01R31/318357—Simulation
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/004—Artificial life, i.e. computing arrangements simulating life
- G06N3/006—Artificial life, i.e. computing arrangements simulating life based on simulated virtual individual or collective life forms, e.g. social simulations or particle swarm optimisation [PSO]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Computer Hardware Design (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Biophysics (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Probability & Statistics with Applications (AREA)
- Algebra (AREA)
- Computational Mathematics (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- Mathematical Analysis (AREA)
- Testing Or Measuring Of Semiconductors Or The Like (AREA)
- Testing Of Individual Semiconductor Devices (AREA)
- Tests Of Electronic Circuits (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201862657986P | 2018-04-16 | 2018-04-16 | |
| US62/657,986 | 2018-04-16 | ||
| PCT/IL2019/050433 WO2019202595A1 (en) | 2018-04-16 | 2019-04-16 | Integrated circuit profiling and anomaly detection |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20200143699A KR20200143699A (ko) | 2020-12-24 |
| KR102936996B1 true KR102936996B1 (ko) | 2026-03-11 |
Family
ID=68239218
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020207031703A Active KR102936996B1 (ko) | 2018-04-16 | 2019-04-16 | 집적 회로 프로파일링 및 이상 검출 |
Country Status (8)
| Country | Link |
|---|---|
| US (2) | US11762013B2 (https=) |
| EP (1) | EP3781958A4 (https=) |
| JP (2) | JP7602373B2 (https=) |
| KR (1) | KR102936996B1 (https=) |
| CN (1) | CN112262320A (https=) |
| IL (1) | IL277989B2 (https=) |
| TW (1) | TWI828676B (https=) |
| WO (1) | WO2019202595A1 (https=) |
Families Citing this family (33)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| TWI867549B (zh) | 2017-11-15 | 2024-12-21 | 以色列商普騰泰克斯有限公司 | 積體電路邊限測量和故障預測裝置 |
| CN111684292B (zh) | 2017-11-23 | 2023-06-20 | 普罗泰克斯公司 | 集成电路焊盘故障检测 |
| US12282058B2 (en) | 2017-11-23 | 2025-04-22 | Proteantecs Ltd. | Integrated circuit pad failure detection |
| WO2019135247A1 (en) | 2018-01-08 | 2019-07-11 | Proteantecs Ltd. | Integrated circuit workload, temperature and/or sub-threshold leakage sensor |
| US11740281B2 (en) | 2018-01-08 | 2023-08-29 | Proteantecs Ltd. | Integrated circuit degradation estimation and time-of-failure prediction using workload and margin sensing |
| TWI828676B (zh) | 2018-04-16 | 2024-01-11 | 以色列商普騰泰克斯有限公司 | 用於積體電路剖析及異常檢測之方法和相關的電腦程式產品 |
| US11132485B2 (en) | 2018-06-19 | 2021-09-28 | Proteantecs Ltd. | Efficient integrated circuit simulation and testing |
| CN113474668A (zh) | 2018-12-30 | 2021-10-01 | 普罗泰克斯公司 | 集成电路i/o完整性和退化监测 |
| CN114981893A (zh) | 2019-12-04 | 2022-08-30 | 普罗泰克斯公司 | 存储器设备退化监测 |
| KR20230003545A (ko) | 2020-04-20 | 2023-01-06 | 프로틴텍스 엘티디. | 다이-대-다이 접속성 모니터링 |
| US11443092B2 (en) * | 2020-05-11 | 2022-09-13 | Synopsys, Inc. | Defect weight formulas for analog defect simulation |
| US12241933B2 (en) | 2020-07-06 | 2025-03-04 | Proteantecs Ltd. | Integrated circuit margin measurement for structural testing |
| TWI792086B (zh) * | 2020-10-30 | 2023-02-11 | 友達光電股份有限公司 | 行動式設備診斷裝置及設備診斷資訊顯示方法 |
| CN112698185B (zh) * | 2020-12-31 | 2023-07-21 | 海光信息技术股份有限公司 | 器件窗口检验方法、装置、设备和存储介质 |
| WO2022215076A1 (en) | 2021-04-07 | 2022-10-13 | Proteantecs Ltd. | Adaptive frequency scaling based on clock cycle time measurement |
| US11798827B2 (en) * | 2021-05-06 | 2023-10-24 | Kla Corporation | Systems and methods for semiconductor adaptive testing using inline defect part average testing |
| US11624775B2 (en) * | 2021-06-07 | 2023-04-11 | Kla Corporation | Systems and methods for semiconductor defect-guided burn-in and system level tests |
| TWI778683B (zh) * | 2021-06-24 | 2022-09-21 | 英業達股份有限公司 | 基於產品配置訊息以提供測試時間預估建議系統及其方法 |
| DE102021120345A1 (de) | 2021-07-02 | 2023-01-05 | Taiwan Semiconductor Manufacturing Co., Ltd. | Verfahren zur prüfung einer integrierten schaltung und eines testsystems |
| CN115308563B (zh) * | 2021-07-02 | 2025-08-12 | 台积电(南京)有限公司 | 测试集成电路的方法和测试系统 |
| CN113641882A (zh) * | 2021-07-06 | 2021-11-12 | 深圳天狼芯半导体有限公司 | 确定工艺角晶片的方法、装置、电子设备及可读存储介质 |
| US12007428B2 (en) * | 2021-10-08 | 2024-06-11 | Advantest Corporation | Systems and methods for multidimensional dynamic part average testing |
| US12530515B1 (en) * | 2021-10-28 | 2026-01-20 | Synopsys, Inc. | Maximizing detectable defect coverage of analog circuits in integrated circuit design |
| US12293504B2 (en) | 2022-05-06 | 2025-05-06 | Viasat, Inc. | Semiconductor package inspection with predictive model for wirebond radio frequency performance |
| US11815551B1 (en) | 2022-06-07 | 2023-11-14 | Proteantecs Ltd. | Die-to-die connectivity monitoring using a clocked receiver |
| CN115308573A (zh) * | 2022-08-10 | 2022-11-08 | 湖南北云科技有限公司 | 组合导航板卡的检测方法、装置、系统及相关设备 |
| US20240230755A9 (en) * | 2022-10-20 | 2024-07-11 | Mediatek Inc. | Outlier Integrated Circuit Detection Method and Outlier Integrated Circuit Detection System by Using Machine Learning Frameworks |
| US12013800B1 (en) | 2023-02-08 | 2024-06-18 | Proteantecs Ltd. | Die-to-die and chip-to-chip connectivity monitoring |
| KR102806610B1 (ko) * | 2023-04-07 | 2025-05-13 | 에이치디현대일렉트릭 주식회사 | 전자기기 고장 진단 방법 및 장치 |
| CN116581043B (zh) * | 2023-04-20 | 2023-12-12 | 深圳市晶存科技有限公司 | 芯片分类方法、装置、电子设备及计算机可读存储介质 |
| US12123908B1 (en) | 2023-09-12 | 2024-10-22 | Proteantecs Ltd. | Loopback testing of integrated circuits |
| US12461143B2 (en) | 2024-01-24 | 2025-11-04 | Proteantecs Ltd. | Integrated circuit margin measurement |
| US20250390401A1 (en) * | 2024-06-19 | 2025-12-25 | Dell Products L.P. | Channel warnings on device insertion issues |
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| US20150332451A1 (en) * | 2014-05-15 | 2015-11-19 | Applied Materials Israel Ltd. | System, a method and a computer program product for fitting based defect detection |
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| EP3781958A1 (en) | 2021-02-24 |
| US20240003968A1 (en) | 2024-01-04 |
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| CN112262320A (zh) | 2021-01-22 |
| WO2019202595A1 (en) | 2019-10-24 |
| US12320844B2 (en) | 2025-06-03 |
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