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Modelling Integrated Circuits Behavior using an Active Learning Approach based on Gaussian Process Regression

2023 International Semiconductor Conference (CAS), 2023, p.245-248

2023

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Modeling the Dependency of Analog Circuit Performance Parameters on Manufacturing Process Variations With Applications in Sensitivity Analysis and Yield Prediction

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-01, Vol.41 (1), p.129-142

2022

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On Multivariate Electrical Performance Machine Learning Driven Pre-Silicon IC Adaptive Verification

IEEE access, 2024, Vol.12, p.136436-136450

2024

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On Metamodeling of Electronic Circuits using Efficient Experiment Plans

Journal of electrical and electronics engineering, 2020-10, Vol.13 (2), p.45-50

2020

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Using Neural Network Based Active Learning for Modelling Integrated Circuits Behavior

2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023, p.1-4

2023

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On the Modelling Possibilities of Integrated Circuits Behavior Using Active Learning Principles

Romanian journal of information science and technology, 2024-06, Vol.27 (2), p.183-195

2024

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Improvement and Performance Evaluation of an Adaptive Method for Integrated Circuits Pre-silicon Verification

2023 International Symposium on Signals, Circuits and Systems (ISSCS), 2023, p.1-4

2023

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A SIFT-based Waveform Clustering Method for aiding analog/mixed-signal IC Verification

2020 IEEE European Test Symposium (ETS), 2020, p.1-2

2020

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On the robustness of the methodology for modeling the dependencies between circuit and technology parameters of integrated circuits

Scientific Bulletin. Series C, Electrical Engineering and Computer Science, 2021-01 (4), p.97

2021

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Power Transition in Asia

1, 2017

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On Approaching Multivariate IC Pre-silicon Verification Using ML-based Adaptive Algorithms

2024 IEEE 30th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2024, p.1-3

2024

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Texture classification performances of fixed point implementation of Gabor filters recursive approximations

2017 International Symposium on Signals, Circuits and Systems (ISSCS), 2017, p.1-6

2017

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Machine Learning-Based Local Sensitivity Analysis of Integrated Circuits to Process Variations

2020 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2020, p.1-2

2020

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Pre-Silicon Yield Estimation using Machine Learning Regression

2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2019, p.103-104

2019

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Unified Feature Selection and Hyperparameter Bayesian Optimization for Machine Learning based Regression

2019 International Symposium on Signals, Circuits and Systems (ISSCS), 2019, p.1-5

2019

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On the Pole-Placement Technique for the Design of a DC-DC Buck Converter Discrete PID Control

2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), 2020, p.1-4

2020

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Modeling the Dependencies between Circuit and Technology Parameters for Sensitivity Analysis using Machine Learning Techniques

2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 2019, p.237-240

2019

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On the Accuracy of a Time-Domain Identification Method for a DC-DC Buck Converter

2019 International Symposium on Signals, Circuits and Systems (ISSCS), 2019, p.1-6

2019

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Improved Pareto Chart Analysis for Yield Detractors' Identification

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE), 2018, p.1-4

2018

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Automatic colon polyp detection in endoscopic capsule images

International Symposium on Signals, Circuits and Systems ISSCS2013, 2013, p.1-4

2013

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On the Feature Extraction Performances of Recursive Gabor-Type Filters in Texture Recognition Applications

2007 International Symposium on Signals, Circuits and Systems, 2007, Vol.2, p.1-4

2007

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Detection of image artifacts produced by airborne flash reflections

2009 International Symposium on Signals, Circuits and Systems, 2009, p.1-4

2009

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On Rotation Invariant Texture Classification Using Two-Grid Coupled CNNs

2006 8th Seminar on Neural Network Applications in Electrical Engineering, 2006, p.33-36

2006

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Nonlinear Water Waves: An Interdisciplinary Interface

1st ed. 2019., 2019

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On the Feature Extraction Performances of CNN Gabor-Type Filters in Texture Recognition Applications

2006 10th International Workshop on Cellular Neural Networks and Their Applications, 2006, p.1-6

2006

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Modelling Integrated Circuits Behavior using an Active Learning Approach based on Gaussian Process Regression

Modeling the Dependency of Analog Circuit Performance Parameters on Manufacturing Process Variations With Applications in Sensitivity Analysis and Yield Prediction

On Multivariate Electrical Performance Machine Learning Driven Pre-Silicon IC Adaptive Verification

On Metamodeling of Electronic Circuits using Efficient Experiment Plans

Using Neural Network Based Active Learning for Modelling Integrated Circuits Behavior

On the Modelling Possibilities of Integrated Circuits Behavior Using Active Learning Principles

Improvement and Performance Evaluation of an Adaptive Method for Integrated Circuits Pre-silicon Verification

A SIFT-based Waveform Clustering Method for aiding analog/mixed-signal IC Verification

On the robustness of the methodology for modeling the dependencies between circuit and technology parameters of integrated circuits

Power Transition in Asia

On Approaching Multivariate IC Pre-silicon Verification Using ML-based Adaptive Algorithms

Texture classification performances of fixed point implementation of Gabor filters recursive approximations

Machine Learning-Based Local Sensitivity Analysis of Integrated Circuits to Process Variations

Pre-Silicon Yield Estimation using Machine Learning Regression

Unified Feature Selection and Hyperparameter Bayesian Optimization for Machine Learning based Regression

On the Pole-Placement Technique for the Design of a DC-DC Buck Converter Discrete PID Control

Modeling the Dependencies between Circuit and Technology Parameters for Sensitivity Analysis using Machine Learning Techniques

On the Accuracy of a Time-Domain Identification Method for a DC-DC Buck Converter

Improved Pareto Chart Analysis for Yield Detractors' Identification

Automatic colon polyp detection in endoscopic capsule images

On the Feature Extraction Performances of Recursive Gabor-Type Filters in Texture Recognition Applications

Detection of image artifacts produced by airborne flash reflections

On Rotation Invariant Texture Classification Using Two-Grid Coupled CNNs

Nonlinear Water Waves: An Interdisciplinary Interface

On the Feature Extraction Performances of CNN Gabor-Type Filters in Texture Recognition Applications

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