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灵活分类器的二分搜索ADC设计及训练优化.pdf

上传人: 芦苇 编号:651870 2025-05-01 30页 1.01MB

1、Design and In-training Optimization of Binary Search ADC for Flexible Classifiers30th Asia and South Pacific Design Automation ConferencePaula Carolina Lozano Duarte,Florentia Afentaki,Georgios Zervakis and Mehdi B.Tahooripaula.duartekit.edu,afentakiceid.upatras.gr,zervakisceid.upatras.gr,mehdi.taho

2、orikit.eduJan.20-23,2025.Tokyo,JapanAgenda Introduction Flexible Electronics ADCs in Flexible Electronics Optimization Approach Full Binary Search ADC Pruned Binary Search ADC Results Conclusionspaula.duartekit.eduDesign and In-training Optimization of Binary Search ADC for Flexible Classifiers2Agen

3、da Introduction Flexible Electronics ADCs in Flexible Electronics Optimization Approach Full Binary Search ADC Pruned Binary Search ADC Results Conclusionspaula.duartekit.eduDesign and In-training Optimization of Binary Search ADC for Flexible Classifiers3Introduction:Flexible Electronics Flexible E

4、lectronics(FE):electronic devices that can bend,stretch,and conform to various shapes,offering advantages such as mechanical flexibility,lightweight,and low-cost production.paula.duartekit.eduDesign and In-training Optimization of Binary Search ADC for Flexible Classifiers4H.eliker,A.Sou,B.Cobb,W.De

5、haene and K.Myny,Flex6502:A Flexible 8b Microprocessor in 0.8m Metal-Oxide Thin-Film Transistor Technology Implemented with a Complete Digital Design Flow Running Complex Assembly Code,2022 IEEE International Solid-State Circuits Conference(ISSCC),San Francisco,CA,USA,2022,pp.272-274Introduction:Fle

6、xible Electronics Complementary to silicon-based technologies.Applications span across multiple domains,such as healthcare,forensics,packaging,and other fields like consumer electronics.paula.duartekit.eduDesign and In-training Optimization of Binary Search ADC for Flexible Classifiers5IDTechEx.Flex

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本文探讨了在灵活电子领域中,如何设计和优化模拟到数字转换器(ADC),这是实现高效、紧凑和低功耗的灵活机器学习系统的主要瓶颈。文章首先介绍了灵活电子的概念和应用,然后讨论了传统ADC的局限性,特别是在灵活电子中的高面积和功耗问题。接着,文章提出了一种全二进制搜索ADC的设计,该设计无需外部时钟信号,并且通过逻辑门实现了控制块。此外,文章还介绍了一种剪枝方法,通过去除不必要的量化级别来定制ADC,以适应特定的传感器输入,从而减少使用的表示和电路结构。研究结果表明,与闪存ADC和基准二进制搜索ADC相比,全二进制搜索ADC在3位和4位情况下,面积分别可减少5.4倍和4.3倍,功耗也有显著节省。而剪枝后的ADC在保持小于5%的准确性损失的同时,面积减少了24.2倍。这些设计优化显著提高了灵活电子系统中ADC的性能。
"灵活电子中的ADC优化策略是什么?" "如何设计用于柔性电子的Binary Search ADC?" "柔性电子设备中ADC的面积和功耗优化结果如何?"
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