Applications of artificial intelligence on the modeling and optimization for analog and mixed-signal circuits: A review

M Fayazi, Z Colter, E Afshari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, there have been many studies attempting to take advantage of advancements in
Artificial Intelligence (AI) in Analog and Mixed-Signal (AMS) circuit design. Automated circuit …

A review of machine learning techniques in analog integrated circuit design automation

R Mina, C Jabbour, GE Sakr - Electronics, 2022 - mdpi.com
Analog integrated circuit design is widely considered a time-consuming task due to the
acute dependence of analog performance on the transistors' and passives' dimensions. An …

[HTML][HTML] An efficient method for faults diagnosis in analog circuits based on machine learning classifiers

A Arabi, M Ayad, N Bourouba, M Benziane… - Alexandria Engineering …, 2023 - Elsevier
The presented paper introduces an accurate approach for detecting and classifying
parametric or soft faults that affect analog integrated circuits. This technique is based on the …

AnGeL: fully-automated analog circuit generator using a neural network assisted semi-supervised learning approach

M Fayazi, MT Taba, E Afshari… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Machine Learning (ML) has shown promising results in predicting the behavior of analog
circuits. However, in order to completely cover the design space for today's complicated …

Analog circuit sizing based on Evolutionary Algorithms and deep learning

A Lberni, MA Marktani, A Ahaitouf, A Ahaitouf - Expert Systems with …, 2024 - Elsevier
The use of machine learning-based techniques has expanded to many areas that require
optimization. One of such area is Integrated Circuit (IC) design and sizing optimization …

Novel methods for improved particle swarm optimization in designing the Bandgap reference circuit

T Hoang, TN Quoc, L Zhang, TQ Duong - IEEE Access, 2023 - ieeexplore.ieee.org
Bandgap reference (BGR) circuits play a crucial role as voltage reference generators for
other components within a variety of analog integrated circuits. Therefore, their power supply …

Compact pixelated microstrip forward broadside coupler using binary particle swarm optimization

K Parsaei, R Keshavarz, RM Boroujeni… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, a compact microstrip forward broadside coupler (MFBC) with high coupling
level is proposed in the frequency band of 3.5 3.8 GHz. The coupler is composed of two …

WDP-BNN: Efficient wafer defect pattern classification via binarized neural network

Q Zhang, Y Zhang, J Li, Y Li - Integration, 2022 - Elsevier
Wafer map defect pattern classification using convolutional neural network (CNN) has
gained a lot of attention in recent years but it demands huge computation and memory cost …

[HTML][HTML] Scalable and order invariant analog integrated circuit placement with attention-based graph-to-sequence deep models

APL de Gusmao, NCG Horta, NCC Lourenco… - Expert Systems with …, 2022 - Elsevier
The design of integrated circuits (ICs) in the analog spectrum is intricate due to the signals'
continuous nature. Additionally, it is strongly affected by the physical implementation of their …

Intelligent integrated circuits and systems for 5G/6G telecommunications

JW Lambrechts, S Sinha, K Sengupta, A Bimana… - IEEE …, 2024 - ieeexplore.ieee.org
Millimeter-wave and Terahertz communications consist of complex analog and mixed-signal
transceivers where overall system performance is often limited by the weakest performing …