Sidney Pontes-Filho

20 papers B 2Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sensor movement drives emergent attention and scalability in active neural cellular automata.
Neural Networks
Mia-Katrin Kvalsund, Kai Olav Ellefsen, Kyrre Glette, Sidney Pontes-Filho, Mikkel Elle Lepperød
2025 J jnl
Reservoir Computing with Evolved Critical Neural Cellular Automata.
CoRR
Sidney Pontes-Filho, Stefano Nichele, Mikkel E. Lepperød
2023 J jnl
An experimental comparison of evolved neural network models for controlling simulated modular soft robots.
Appl. Soft Comput.
Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho
2023 — —
Optimization of dynamical systems towards criticality and intelligent behavior.
Sidney Pontes-Filho
2022 J jnl
A Unified Substrate for Body-Brain Co-evolution.
CoRR
Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi
2022 — conf
A single neural cellular automaton for body-brain co-evolution.
GECCO Companion
Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi
2022 J jnl
Assessing the robustness of critical behavior in stochastic cellular automata.
CoRR
Sidney Pontes-Filho, Pedro G. Lind, Stefano Nichele
2022 J jnl
Collective control of modular soft robots via embodied Spiking Neural Cellular Automata.
CoRR
Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho
2022 J jnl
Towards the Neuroevolution of Low-level Artificial General Intelligence.
CoRR
Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele
2022 J jnl
Towards the Neuroevolution of Low-level artificial general intelligence.
Frontiers Robotics AI
Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele
2021 — conf
A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents.
IntelliSys (3)
Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello
2021 J jnl
Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent.
CoRR
Alexandre Variengien, Stefano Nichele, Tom Eivind Glover, Sidney Pontes-Filho
2020 B conf
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality.
EvoApplications
Sidney Pontes-Filho, Pedro G. Lind, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele
2019 J jnl
A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents.
CoRR
Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello
2019 J jnl
A general representation of dynamical systems for reservoir computing.
CoRR
Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele
2019 B conf
Bidirectional Learning for Robust Neural Networks.
IJCNN
Sidney Pontes-Filho, Marcus Liwicki
2019 J jnl
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks.
CoRR
Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho, Evi Zouganeli, Ioanna Sandvig, Stefano Nichele
2019 — conf
Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks.
SSCI
Gustavo Borges Moreno e Mello, Sidney Pontes-Filho, Ioanna Sandvig, Vibeke Devold Valderhaug, Evi Zouganeli, Ola Huse Ramstad, Axel Sandvig, Stefano Nichele
2019 J jnl
Towards a framework for the evolution of artificial general intelligence.
CoRR
Sidney Pontes-Filho, Stefano Nichele
2018 J jnl
Bidirectional Learning for Robust Neural Networks.
CoRR
Sidney Pontes-Filho, Marcus Liwicki