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| Genre/Form: | Electronic books |
|---|---|
| Additional Physical Format: | Print version: Huisman, Leendert M. Data mining and diagnosing IC fails. New York : Springer, c2005 (DLC) 2005050147 (OCoLC)60558678 |
| Material Type: | Document, Internet resource |
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Leendert M Huisman |
| ISBN: | 0387249931 9780387249933 9780387263519 0387263519 9786610613502 6610613508 |
| OCLC Number: | 76869285 |
| Description: | 1 online resource (270 p.) : ill. |
| Contents: | Introduction.- Statistics.- Yield Statistics.- Area Dependence of the Yield.- Statistics of Embedded Object Fails.- Fail Commonalities.- Spatial Patterns.- Test Coverage and Test Fallout.- Logic Diagnosis.- Slat Based Diagnosis.- Data Collection Requirements.- Appendix A. Distribution of IC Fails.- Appendix B. General Yield Model.- Appendix C. Simplified Center-Satellite Model.- Appendix D. Quadrat Analysis.- Appendix E. Cell Fail Probabilities.- Appendix F. Characterization Group.- Appendix G. Component Fail Probabilities.- Appendix H. Yield and Coverage.- Appendix I. Estimating First Fail Probabilities from the Fallout.- Appendix J. Identity of M and S.- References.- Index. |
| Series Title: | Frontiers in electronic testing. |
| Responsibility: | Leendert M. Huisman. |
| More information: |
Abstract:
There are many techniques for analyzing IC fails. This book addresses the problem of obtaining maximum information from (functional) integrated circuit fail data about the defects that caused the fails. It starts at the highest level from mere sort codes, and drills down via various data mining techniques to detailed logic diagnosis.
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