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Details for: Tripathi A. Advancing VLSI through Machine Learning. Innovations...2025

tripathi advancing vlsi through machine learning innovations 2025

Type:: E-books
Files:: 1
Size:: 23.5 MB
Uploaded On:: June 13, 2025, 4:15 p.m.
Added By:: andryold1
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Info Hash:: CA806F803A3C2E98537626C7F5A4DFF81F25F638

Textbook in PDF format This book explores the synergy between very large-scale integration (VLSI) and machine learning (ML) and its applications across various domains. It investigates how ML techniques can enhance the design and testing of VLSI circuits, improve power efficiency, optimize layouts, and enable novel architectures. This book bridges the gap between VLSI and ML, showcasing the potential of this integration in creating innovative electronic systems, advancing computing capabilities, and paving the way for a new era of intelligent devices and technologies. Additionally, it covers how VLSI technologies can accelerate ML algorithms, enabling more efficient and powerful data processing and inference engines. It explores both hardware and software aspects, covering topics like hardware accelerators, custom hardware for specific ML tasks, and ML-driven optimization techniques for chip design and testing

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Tripathi A. Advancing VLSI through Machine Learning. Innovations...2025.pdf 23.5 MB

Details for: Tripathi A. Advancing VLSI through Machine Learning. Innovations...2025

tripathi advancing vlsi through machine learning innovations 2025

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