Sidney Pontes-Filho

According to our database, Sidney Pontes-Filho authored at least 15 papers between 2019 and 2023.

Collaborative distances:

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

2023

An experimental comparison of evolved neural network models for controlling simulated modular soft robots.

Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho

Appl. Soft Comput., September, 2023

Optimization of dynamical systems towards criticality and intelligent behavior.

Sidney Pontes-Filho

PhD thesis, 2023

2022

Towards the Neuroevolution of Low-level artificial general intelligence.

Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele

Frontiers Robotics AI, 2022

Assessing the robustness of critical behavior in stochastic cellular automata.

Sidney Pontes-Filho, Pedro G. Lind, Stefano Nichele

CoRR, 2022

Collective control of modular soft robots via embodied Spiking Neural Cellular Automata.

Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho

CoRR, 2022

A Unified Substrate for Body-Brain Co-evolution.

Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi

CoRR, 2022

A single neural cellular automaton for body-brain co-evolution.

Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent.

Alexandre Variengien, Stefano Nichele, Tom Eivind Glover, Sidney Pontes-Filho

CoRR, 2021

A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents.

Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello

Proceedings of the Intelligent Systems and Applications, 2021

2020

EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.

Sidney Pontes-Filho, Pedro G. Lind, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019

A general representation of dynamical systems for reservoir computing.

Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele

CoRR, 2019

DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks.

Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho, Evi Zouganeli, Ioanna Sandvig, Stefano Nichele

CoRR, 2019

Towards a framework for the evolution of artificial general intelligence.

Sidney Pontes-Filho, Stefano Nichele

CoRR, 2019

Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks.

Gustavo Borges Moreno e Mello, Sidney Pontes-Filho, Ioanna Sandvig, Vibeke Devold Valderhaug, Evi Zouganeli, Ola Huse Ramstad, Axel Sandvig, Stefano Nichele

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Bidirectional Learning for Robust Neural Networks.

Sidney Pontes-Filho, Marcus Liwicki

Proceedings of the International Joint Conference on Neural Networks, 2019