Analysis of Machine Learning Techniques for Time Domain Waveform Prediction in Analog and Mixed Signal Integrated Circuit Verification

Author:

V Dhanasekar1,Gunasekaran Vinodhini1,Challa Anusha1,Srinivasan Bama1,Devi J Dhurga1,Ravindran Selvi1,Parthasarathi Ranjani1,Ramakrishna P V1,Geetha Kumar Gopika2,Padmanabhan Venkateswaran3,Lakshmanan Guha3,Balasubramanian Lakshmanan3

Affiliation:

1. Anna University,College of Engineering, Guindy Campus

2. Carnegie Mellon University

3. Texas Instruments (India) Private Limited

Funder

Semiconductor Research Corporation

Publisher

IEEE

Reference20 articles.

1. Understanding operational amplifier specifications;j;Mixed Signal and Analog Operational Amplifiers Digital Signal Processing Solutions White Paper SLOA011 Texas Instruments,1998

2. Auxiliary state machines + context-triggered properties in verification

3. A Modern Introduction to Probability and Statistics

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Machine Learning based Waveform Predictions using Discrete Wavelet Transform for Automated Verification of Analog and Mixed Signal Integrated Circuits;2024 37th International Conference on VLSI Design and 2024 23rd International Conference on Embedded Systems (VLSID);2024-01-06

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