Advancing Digital Design: Challenges and Solutions
Talkat Algorithmic Foundations for Emerging Computing Technologies Boot Camp 2025 · 2025-09-08..09-12·
summary
Computing demand hits 50 gigawatts in 2025 with 15% yearly growth, so the claim is that heterogeneous integration and new substrates must be evaluated with new EDA flows rather than reused CMOS paths. Examples: superconducting and adiabatic AQFP designs trade refrigeration overhead for very low EDP; chiplet/3D BEOL stacks put memristors and PCM above 18 nm silicon; majority/XOR-based synthesis tools reduce CMOS implementations and yield about ~15% speedup on benchmarks while cutting multiplicative complexity for FHE and quantum T-counts.
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chapters (10)
- 0:00Introduction
- 1:11Digital design challenges
- 6:59Energy-efficient computing tech
- 12:44Quantum computing limits
- 27:02EDA for future tech
- 33:49Logic synthesis potential
- 40:58Majority logic optimization
- 51:09Multiplicative complexity
- 1:01:22AI-driven design space
- 1:04:42Conclusion
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