Reduction of neural network circuits by constant and nearly constant signal propagation. - Augusto Andre Souza Berndt; Alan Mishchenko; Paulo Francisco Butzen; André Inácio Reis (SBCCI, 2019)

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. - Shubham Rai; Walter Lau Neto; Yukio Miyasaka; Xinpei Zhang; Mingfei Yu; Qingyang Yi; Masahiro Fujita; Guilherme B. Manske; Matheus F. Pontes; Leomar S. da Rosa; Marilton S. de Aguiar; Paulo F. Butzen; et al. (DATE, 2021)

Fast Logic Optimization Using Decision Trees. - Brunno A. Abreu; Augusto Andre Souza Berndt; Isac de Souza Campos; Cristina Meinhardt; Jônata Tyska Carvalho; Mateus Grellert; Sergio Bampi (ISCAS, 2021)

Optimizing machine learning logic circuits with constant signal propagation. - Augusto Andre Souza Berndt; Cristina Meinhardt; André Inácio Reis; Paulo F. Butzen (Integr., 2022)

Adaptive Batch Size CGP: Improving Accuracy and Runtime for CGP Logic Optimization Flow. - Bryan Martins Lima; Naiara Sachetti; Augusto Andre Souza Berndt; Cristina Meinhardt; Jônata Tyska Carvalho (EuroGP, 2023)

CeConP: Exploring Node Centrality for Early Routing Congestion Prediction. - Augusto Andre Souza Berndt; Cristina Meinhardt (LASCAS, 2024)

Impact on Delay, Power and Area of Machine Learning-based Approximate Logic Synthesis. - João Carlos Prats Ramos; Naiara Sachetti; Augusto Andre Souza Berndt; Jônata Tyska Carvalho; Cristina Meinhardt (SBCCI, 2024)