AI chips: What they are and why they matter

September 21, 2020 //By Saif M. Khan and Alexander Mann
AI chips: What they are and why they matter

This report explains how AI chips work, why they have proliferated, and why they matter. It also shows why leading-edge chips are more cost-effective than older generations, and why chips specialized for AI are more cost-effective than general-purpose chips. The report surveys semiconductor industry and AI chip design trends shaping the evolution of chips in general and AI chips in particular. It also presents a consolidated discussion of technical and economic trends that result in the critical cost-effectiveness trade-offs for AI applications.

Artificial Intelligence

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