A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications

Yi Chen; Zheng Wang; Aakash Patil; Arindam Basu

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A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications

机译：用于物联网应用的基于2.86-TOPS / W电流镜跨栏的机器学习和物理不可克隆功能引擎

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摘要

Energy-efficient machine-learning and physical unclonable function (PUF) has drawn significant attention for Internet-of-Things (IoT) application in wake-up detection for bandwidth/computation reduction and privacy protection at sensor node or autonomous

机译：节能的机器学习和物理不可克隆功能（PUF）在唤醒检测中为物联网（IoT）应用引起了广泛关注，以减少带宽/计算量并保护传感器节点或自治节点的隐私

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来源
《Circuits and Systems I: Regular Papers, IEEE Transactions on》 |2019年第6期|2240-2252|共13页
作者
Yi Chen; Zheng Wang; Aakash Patil; Arindam Basu;
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作者单位

Centre of Excellence in IC Design (VIRTUS) School of Electrical and Electronic Engineering Nanyang Technological University Singapore;

Center for Automotive Electronics Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences Shenzhen;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Machine learning; Engines; Mirrors; Hardware; Arrays; Training;

机译：机器学习;引擎;镜子;硬件;数组;训练;

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专利

1. Physical unclonable functions based on crossbar arrays for cryptographic applications [J] . Paolo Lugli, Ahmed Mahmoud, Gyoergy Csaba, International journal of circuit theory and applications . 2013,第6期

机译：基于交叉开关阵列的物理不可克隆功能，适用于密码学应用
2. Physical unclonable function: architectures, applications and challenges for dependable security [J] . Huansheng Ning, Fadi Farha, Ata Ullah, Circuits, Devices & Systems, IET . 2020,第4期

机译：物理不可渗透功能：可靠安全的架构，应用和挑战
3. ACRO-PUF: A Low-power, Reliable and Aging-Resilient Current Starved Inverter-Based Ring Oscillator Physical Unclonable Function [J] . Chao Qun Liu, Yuan Cao, Chip Hong Chang IEEE transactions on circuits and systems . I , Regular papers . 2017,第12期

机译：ACRO-PUF：一种低功率，可靠且抗老化的电流不足的基于反相器的环形振荡器，具有物理不可克隆的功能
4. A low power and compact physical unclonable function based on the cascode current mirrors [C] . Shibang Lin, Dejian Liang, Yuan Cao, IEEE Asia Pacific Conference on Circuits and Systems . 2016

机译：基于共源共栅电流镜的低功耗和紧凑的物理不可克隆功能
5. Digital Physical Unclonable Functions: Architecture and Applications [D] . Xu, Teng 2014

机译：数字物理不可克隆功能：体系结构和应用
6. An Optimality Summary: Secret Key Agreement with Physical Unclonable Functions [O] . Onur Günlü, Rafael F. Schaefer 2021

机译：最优性摘要：与物理不可分类的功能密钥协议
7. Analysis of Microcontroller Embedded SRAMs for Applications in Physical Unclonable Functions [O] . Imtiaz Sakib 2016

机译：用于物理不可克隆功能的微控制器嵌入式SRAM的分析

A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications

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