6533b836fe1ef96bd12a09ef

RESEARCH PRODUCT

New statistical post processing approach for precise fault and defect localization in TRI database acquired on complex VLSI

Sabir JacquirStéphane BinczakKevin SanchezSamuel ChefGuillaume BascoulPhilippe Perdu

subject

Engineering[ INFO.INFO-TS ] Computer Science [cs]/Signal and Image Processing[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing[SPI.NANO] Engineering Sciences [physics]/Micro and nanotechnologies/MicroelectronicsComputerApplications_COMPUTERSINOTHERSYSTEMS02 engineering and technologyIntegrated circuit[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processingcomputer.software_genreFault (power engineering)01 natural sciencesSignalClusteringlaw.inventionFailure AnalysisDynamic Photon EmissionData acquisition[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processinglaw0103 physical sciences0202 electrical engineering electronic engineering information engineering[SPI.NANO]Engineering Sciences [physics]/Micro and nanotechnologies/MicroelectronicsCluster analysis[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing010302 applied physicsVery-large-scale integrationDatabasebusiness.industryNoise (signal processing)Process (computing)VLSITime Resolved Imaging020201 artificial intelligence & image processing[ SPI.NANO ] Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronicsbusinesscomputer[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing

description

International audience; Timing issue, missing or extra state transitions or unusual consumption can be detected and localized by Time Resolved Imaging (TRI) database analysis. Although, long test pattern can challenge this process. The number of photons to process rapidly increases and the acquisition time to have a good signal over noise ratio (SNR) can be prohibitive. As a result, the tracking of the defect emission signature inside a huge database can be quite complicated. In this paper, a method based on data mining techniques is suggested to help the TRI end user to have a good idea about where to start a deeper analysis of the integrated circuit, even with such complex databases.

https://hal.archives-ouvertes.fr/hal-00860841