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OpenOpt framework optimizes SRAM architecture and transistor sizing

Researchers have developed OpenOpt, an open-source framework for optimizing SRAM architecture and transistor sizing. This framework utilizes equivalent circuit models to achieve significant simulation speedups while maintaining high accuracy for read/write delays and power consumption. The system integrates various optimization algorithms and has demonstrated substantial improvements in static noise margin, area, and peak power. AI

RANK_REASON This is a research paper detailing a new framework and optimization algorithms for hardware design. [lever_c_demoted from research: ic=1 ai=0.4]

Read on arXiv cs.NE (Neural & Evolutionary) →

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  1. arXiv cs.NE (Neural & Evolutionary) TIER_1 English(EN) · Shan Shen ·

    OpenOpt: An Open-Source SRAM Optimizer Based on Equivalent Circuit Model

    This paper proposes a co-optimization framework that jointly optimizes SRAM architecture and transistor sizing using equivalent circuit models. The framework simplifies inactive SRAM cells into equivalent RC loads and static power models, achieving up to 61.4$\times$ simulation s…