Machine Learning in VLSI Computer Aided Design (Record no. 138491)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02016nam a2200181 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220714b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030046651 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.395 |
| Item number | ELF |
| 245 ## - TITLE STATEMENT | |
| Title | Machine Learning in VLSI Computer Aided Design |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Springer Nature |
| Date of publication, distribution, etc | 2019 |
| Place of publication, distribution, etc | Switzerland |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 694p |
| 500 ## - GENERAL NOTE | |
| General note | A Preliminary Taxonomy for Machine Learning in VLSI CAD<br/>Machine Learning for Compact Lithographic Process Models <br/>Machine Learning for Mask Synthesis <br/>Machine Learning in Physical Verification, Mask Synthesis, and Physical Design <br/>Gaussian Process-Based Wafer-Level Correlation Modeling and Its Applications <br/>Machine Learning Approaches for IC Manufacturing Yield Enhancement <br/>Efficient Process Variation Characterization by Virtual Probe <br/>Machine Learning for VLSI Chip Testing and Semiconductor Manufacturing Process Monitoring and Improvement <br/>Machine Learning-Based Aging Analysis <br/>Extreme Statistics in Memories <br/>Fast Statistical Analysis Using Machine Learning <br/>Fast Statistical Analysis of Rare Circuit Failure Events <br/>Learning from Limited Data in VLSI CAD <br/>Large-Scale Circuit Performance Modeling by Bayesian Model Fusion <br/>Sparse Relevance Kernel Machine-Based Performance Dependency Analysis of Analog and Mixed-Signal Circuits <br/>SiLVR: Projection Pursuit for Response Surface Modeling <br/>Machine Learning-Based System Optimization and Uncertainty Quantification for Integrated Systems <br/>SynTunSys: A Synthesis Parameter Autotuning System for Optimizing High-Performance Processors <br/>Multicore Power and Thermal Proxies Using Least-Angle Regression <br/>A Comparative Study of Assertion Mining Algorithms in GoldMine <br/>Energy-Efficient Design of Advanced Machine Learning Hardware |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME | |
| Personal name | Electronics and Communication |
| 9 (RLIN) | 61565 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Elfadel, Ibrahim (Abe) M. |
| Relator term | Editor |
| 9 (RLIN) | 61566 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Boning,, Duane S. |
| Relator term | Editor |
| 9 (RLIN) | 61567 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Xin |
| Relator term | Editor |
| 9 (RLIN) | 61568 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Book |
| Call number suffix | 621.395 |
| Call number prefix | ELF |
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