Analog Circuits Based Fault Diagnosis using ANN and SVM
Downloads
Published
DOI:
https://doi.org/10.58414/SCIENTIFICTEMPER.2023.14.2.19Keywords:
Artificial Neural Networks, Kernel Principal Component Analysis, Support Vector Machine.Dimensions Badge
Issue
Section
License
Copyright (c) 2023 The Scientific Temper
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
In this study, we provide a technique for identifying analog errors using a neural network and an SVM (SVM). The study's major objective is to produce a trustworthy diagnostic based on a technique that reduces testing durations by resolving the problem of component tolerances.The suggested strategy uses an artificial neural network and a backward propagation mechanism. The impact of methods like Principal Component Analysis on feature extraction is discussed in this work. The simulation results show that the technique is effective and efficient for fault identification in tolerant mixed-signal circuits.Abstract
How to Cite
Downloads
Similar Articles
- Rekha R., P. Meenakshi Sundaram, Trust aware clustering approach for the detection of malicious nodes in the WSN , The Scientific Temper: Vol. 15 No. spl-1 (2024): The Scientific Temper
- A. Sandanasamy, P. Joseph Charles, Distributed SDN control for IoT networks: A federated meta reinforcement learning solution for load balancing , The Scientific Temper: Vol. 16 No. 06 (2025): The Scientific Temper
- Santhanalakshmi M, Ms Lakshana K, Ms Shahitya G M, Enhanced AES-256 cipher round algorithm for IoT applications , The Scientific Temper: Vol. 14 No. 01 (2023): The Scientific Temper
- J. B. BHEDA, Comparative study of classical oratory traditions in East and West , The Scientific Temper: Vol. 15 No. 02 (2024): The Scientific Temper
- R. Chandran, J. Selvam, Evaluating the impact of MOOC participation on skill development in autonomous engineering colleges , The Scientific Temper: Vol. 15 No. spl-1 (2024): The Scientific Temper
- Duyu Taaza, Sunil S. Jalalpure, Bhaskar Kurangi, In-vitro and in-silico analysis of hesperidin and naringin for metabolic syndrome management , The Scientific Temper: Vol. 15 No. 04 (2024): The Scientific Temper
- Priyanka Patel, Bhaskar Pandya, The idea of Indianness in Indian literature: An analysis of social and cultural themes in the short stories of Rabindranath Tagore, Mulk Raj Anand, and R.K. Narayan , The Scientific Temper: Vol. 16 No. Spl-1 (2025): The Scientific Temper
- Mantsha Rayeen, Roshni Sengupta, Sanjay Chaudhary, Short-term changes in lens vault post implantable collamer lens surgery in myopic patients , The Scientific Temper: Vol. 16 No. 07 (2025): The Scientific Temper
- Sabeerath K, Manikandasaran S. Sundaram, ESPoW: Efficient and secured proof of ownership method to enable authentic deduplicated data access in public cloud storage , The Scientific Temper: Vol. 15 No. 04 (2024): The Scientific Temper
- Virendra Chavda, Bhavesh J. Parmar, Urvi Zalavadia, Assessment of Omni channel retailing characteristics and its effect on consumer buying intention , The Scientific Temper: Vol. 15 No. spl-2 (2024): The Scientific Temper
<< < 29 30 31 32 33 34 35 36 37 38 > >>
You may also start an advanced similarity search for this article.
