Aging Prediction of Integrated Circuits Using Ring Oscillators and Machine Learning

被引:0
|
作者
University of Cincinnati, Dept. of CEAS, Cincinnati [1 ]
OH, United States
机构
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
2021 IEEE International Conference on Physical Assurance and Inspection on Electronics, PAINE 2021
中图分类号
学科分类号
摘要
Ageing prediction - Circuit aging - Complex designs - Complex manufacturing - Design-process - Embedded-system - Machine-learning - Manufacturing process - Oscillator frequency - Ring oscillator
引用
收藏
相关论文
共 50 条
  • [1] Aging Prediction of Integrated Circuits Using Ring Oscillators and Machine Learning
    Arvin, Korey
    Jha, Rashmi
    PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PHYSICAL ASSURANCE AND INSPECTION ON ELECTRONICS (PAINE), 2021,
  • [2] Power Prediction of VLSI Circuits Using Machine Learning
    Poovannan, E.
    Karthik, S.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 74 (01): : 2161 - 2177
  • [3] On Correction of A Delay Value Using Ring-Oscillators for Aging Detection and Prediction
    Kato, Takaaki
    Miyake, Yousuke
    Kajihara, Seiji
    2022 IEEE 31ST ASIAN TEST SYMPOSIUM (ATS 2022), 2022, : 60 - 65
  • [4] Concrete aging factor prediction using machine learning
    Taffese, Woubishet Zewdu
    Wally, Gustavo Bosel
    Magalhaes, Fabio Costa
    Espinosa-Leal, Leonardo
    MATERIALS TODAY COMMUNICATIONS, 2024, 40
  • [5] Predicting Circuit Aging Using Ring Oscillators
    Sengupta, Deepashree
    Sapatnekar, Sachin S.
    2014 19TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC), 2014, : 430 - 435
  • [6] Prediction of successful aging using ensemble machine learning algorithms
    Asghari Varzaneh, Zahra
    Shanbehzadeh, Mostafa
    Kazemi-Arpanahi, Hadi
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [7] Prediction of successful aging using ensemble machine learning algorithms
    Zahra Asghari Varzaneh
    Mostafa Shanbehzadeh
    Hadi Kazemi-Arpanahi
    BMC Medical Informatics and Decision Making, 22
  • [8] Prediction of Integrated Water Vapor Using a Machine Learning Technique
    Bisht, Deepak S.
    Rao, T. Narayana
    Rao, N. Rama
    Chandrakanth, S. V.
    Sharma, Akshit
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [9] Detection of Anomalous Integrated Circuits Using a Cavity Resonator System With Machine Learning
    Nechiyil, Aditya
    Lee, Robert
    Chapman, Gregg
    PROCEEDINGS OF THE 2021 IEEE INTERNATIONAL CONFERENCE ON PHYSICAL ASSURANCE AND INSPECTION ON ELECTRONICS (PAINE), 2021,
  • [10] Control of multistability in ring circuits of oscillators
    C. C. Canavier
    D. A. Baxter
    J. W. Clark
    J. H. Byrne
    Biological Cybernetics, 1999, 80 : 87 - 102