9783032194084 - Analog Integrated Circuit Design Under PVT Conditions: Efficient Reinforcement and Transfer Learning Techniques (SpringerBriefs in Applied Sciences and Technology) ... (9 resultados)

Paperback. Condición: new. Paperback. This book delivers a focused, technical exploration of automated analog and RF integrated circuit sizing under process, voltage, and temperature variations, guiding readers through foundational concepts, current methodologies, and advanced machinelearningdriven approaches. It first examines multiple reinforcementlearningbased strategies for embedding PVT conditions directly into modern sizing flows, clarifying their conceptual differences and practical implications. It then explores a complementary deeplearningassisted approach that leverages ANNbased performance regressors, transfer learning, and adaptive refinement to accelerate simulationdriven optimization without requiring extensive cornerspecific datasets. Together, these chapters provide a grounded overview of current techniques and ongoing developments in automated analog IC design. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Paperback. Condición: Brand New. 103 pages. 6.10x0.24x9.25 inches. In Stock.

Condición: New.

Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book delivers a focused, technical exploration of automated analog and RF integrated circuit sizing under process, voltage, and temperature variations, guiding readers through foundational concepts, current methodologies, and advanced machine learning driven approaches. It first examines multiple reinforcement learning based strategies for embedding PVT conditions directly into modern sizing flows, clarifying their conceptual differences and practical implications. It then explores a complementary deep learning assisted approach that leverages ANN based performance regressors, transfer learning, and adaptive refinement to accelerate simulation driven optimization without requiring extensive corner specific datasets. Together, these chapters provide a grounded overview of current techniques and ongoing developments in automated analog IC design.

Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book delivers a focused, technical exploration of automated analog and RF integrated circuit sizing under process, voltage, and temperature variations, guiding readers through foundational concepts, current methodologies, and advanced machine learning driven approaches. It first examines multiple reinforcement learning based strategies for embedding PVT conditions directly into modern sizing flows, clarifying their conceptual differences and practical implications. It then explores a complementary deep learning assisted approach that leverages ANN based performance regressors, transfer learning, and adaptive refinement to accelerate simulation driven optimization without requiring extensive corner specific datasets. Together, these chapters provide a grounded overview of current techniques and ongoing developments in automated analog IC design. 91 pp. Englisch.

Condición: New. Print on Demand.

Condición: New. PRINT ON DEMAND.

Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt.

Taschenbuch. Condición: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book delivers a focused, technical exploration of automated analog and RF integrated circuit sizing under process, voltage, and temperature variations, guiding readers through foundational concepts, current methodologies, and advanced machinelearningdriven approaches. It first examines multiple reinforcementlearningbased strategies for embedding PVT conditions directly into modern sizing flows, clarifying their conceptual differences and practical implications. It then explores a complementary deeplearningassisted approach that leverages ANNbased performance regressors, transfer learning, and adaptive refinement to accelerate simulationdriven optimization without requiring extensive cornerspecific datasets. Together, these chapters provide a grounded overview of current techniques and ongoing developments in automated analog IC design.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 104 pp. Englisch.