設計最適化手法

A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation

Authors: David Selasi Koblah, Rabin Yu Acharya, Daniel Capecci, Olivia P. Dizon-Paradis, Shahin Tajik, Fatemeh Ganji, Damon L. Woodard, Domenic Forte | Published: 2022-04-19 | Updated: 2022-04-21
AI/ML技術の応用
アナログIC設計の課題
設計最適化手法

ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization

Authors: Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David Cox | Published: 2019-10-15 | Updated: 2019-10-16
敵対的サンプル
機械学習アルゴリズム
設計最適化手法

Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces

Authors: Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis A. Kiani, Jesper Tegnér | Published: 2019-10-07 | Updated: 2019-10-08
機械学習アルゴリズム
計算複雑性
設計最適化手法