{"product_id":"analog-integrated-circuit-design-under-pvt-conditions-efficient-reinforcement-and-transfer-learning-techniques-9783032194084","title":"Analog Integrated Circuit Design Under PVT Conditions: Efficient Reinforcement and Transfer Learning Techniques","description":"\u003cp\u003e • Author(s): Pedro Alberto Oliveira Paiva | José Pedro Ponte Mota Da Costa | Filipe Parrado de Azevedo\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Electricity\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47854034026647,"sku":"9783032194084","price":4003.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783032194084.webp?v=1780038280","url":"https:\/\/atlanticbooks.com\/products\/analog-integrated-circuit-design-under-pvt-conditions-efficient-reinforcement-and-transfer-learning-techniques-9783032194084","provider":"Atlantic Books","version":"1.0","type":"link"}