Augusto Andre Souza Berndt

According to our database, Augusto Andre Souza Berndt authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Optimizing machine learning logic circuits with constant signal propagation.

Augusto Andre Souza Berndt, Cristina Meinhardt, André Inácio Reis, Paulo F. Butzen

Integr., 2022

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

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, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2019

Reduction of neural network circuits by constant and nearly constant signal propagation.

Augusto Andre Souza Berndt, Alan Mishchenko, Paulo Francisco Butzen, André Inácio Reis

Proceedings of the 32nd Symposium on Integrated Circuits and Systems Design, 2019