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Jul, 2023
学习设计满足阈值规范的模拟电路
Learning to Design Analog Circuits to Meet Threshold Specifications
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Dmitrii Krylov, Pooya Khajeh, Junhan Ouyang, Thomas Reeves, Tongkai Liu...
TL;DR
利用模拟数据的有监督学习方法生成数据集,通过有监督学习训练系统以设计满足阈值规范的电路,同时通过广泛的实验表明,该方法在线性、非线性和自主电路配置方面的成功率超过90%,同时提高了数据效率一个数量级以上。
Abstract
automated design
of analog and
radio-frequency circuits
using supervised or reinforcement learning from simulation data has recently been studied as an alternative to manual expert design. It is straightforward f
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