Accelerating Chip Design with Machine Learning
Brucek Khailany
Abstract
As Moore's law has provided an exponential increase in chip transistor density, the unique features we can now include in large chips are no longer predominantly limited by area constraints. Instead, new capabilities are increasingly limited by the engineering effort associated with digital design, verification, and implementation. As applications demand more performance and energy efficiency from specialization in the post-Moore's-law era, we expect required complexity and design effort to increase.
Topics & Concepts
Moore's lawComputer scienceChipIntegrated circuit designSystem on a chipTransistorComputer architectureEfficient energy useEmbedded systemComputer engineeringEngineeringElectrical engineeringTelecommunicationsVoltageOperating systemLow-power high-performance VLSI designParallel Computing and Optimization TechniquesVLSI and FPGA Design Techniques