TY - BOOK AU - Saini,Sandeep AU - Lata,Kusum AU - Sinha,G.R. TI - VLSI and hardware implementations using modern machine learning methods AV - TK7874.75 U1 - 006.3/1 23/eng/20211014 PY - 2022/// CY - Boca Raton, FL PB - CRC Press KW - Integrated circuits KW - Very large scale integration KW - Design and construction KW - Data processing KW - Machine learning KW - TECHNOLOGY / Electronics / Circuits / General KW - bisacsh N1 - VLSI and hardware implementation using machine learning methods: a systematic literature review / Kusum Lata, Sandeep Saini, G R Sinha -- Machine learning for testing of VLSI circuit / Abhishek Choubey, Shruti Bhargava Choubey -- Online checkers to detect hardware trojans in AES hardware accelerators / Sree Ranjani Rajendran, Rajat Subhra Chakraborty N2 - "Machine learning is a potential solution to resolve bottleneck issues in VLSI via optimizing tasks in the design process. This book aims to provide the latest machine learning based methods, algorithms, architectures, and frameworks designed for VLSI design. Focus is on digital, analog, and mixed-signal design techniques, device modeling, physical design, hardware implementation, testability, reconfigurable design, synthesis and verification, and related areas. It contains chapters on case studies as well as novel research ideas in the given field. Overall, the book provides practical implementations of VLSI design, IC design and hardware realization using machine learning techniques"-- UR - https://www.taylorfrancis.com/books/9781003201038 UR - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf ER -