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Overview
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Explore the evolving landscape of digital design in this conference talk that addresses the critical challenges facing modern computing systems. Examine how unprecedented performance demands and energy requirements of AI and ML applications are driving the need for revolutionary approaches to technology selection and design methodologies. Discover the pivotal role that diversity and heterogeneous integration will play in developing future computing systems, while understanding why emerging technologies can only be effectively utilized when supported by corresponding design tools and workflows that may significantly differ from traditional CMOS approaches. Learn how various technologies and computing paradigms, despite having different objectives and constraints, can benefit from design solutions that leverage fundamental digital design properties. Understand why logic synthesis and optimization are returning to the forefront of research as essential enablers for innovative and disruptive digital system design, and gain insights into the algorithmic foundations necessary for emerging computing technologies.
Syllabus
Advancing Digital Design: Challenges and Solutions
Taught by
Simons Institute