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VLSI and hardware implementations using modern machine learning methods /

"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 mi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Saini, Sandeep (Editor ), Lata, Kusum (Electronics engineer) (Editor ), Sinha, G. R., 1975- (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, 2022.
Edición:First edition.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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245 0 0 |a VLSI and hardware implementations using modern machine learning methods /  |c edited by Sandeep Saini, Kusum Lata and G.R. Sinha. 
250 |a First edition. 
264 1 |a Boca Raton, FL :  |b CRC Press,  |c 2022. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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504 |a Includes bibliographical references and index. 
505 0 |a 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. 
520 |a "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"--  |c Provided by publisher. 
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650 0 |a Machine learning. 
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700 1 |a Saini, Sandeep,  |e editor. 
700 1 |a Lata, Kusum  |c (Electronics engineer),  |e editor. 
700 1 |a Sinha, G. R.,  |d 1975-  |e editor. 
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