Sidney Pontes-Filho
Postdoctoral Fellow
- Department
- Numerical Analysis and Scientific Computing
- Organisation
- Simula Research Laboratory
Publications
2023
Journal Articles
G. Nadizar, E. Medvet, S. Nichele and S. Pontes-Filho
An experimental comparison of evolved neural network models for controlling simulated modular soft robots
Applied Soft Computing
PhD Thesis
S. Pontes-Filho
Optimization of dynamical systems towards criticality and intelligent behavior
Norwegian University of Science and Technology
Talks, contributed
M. Kvalsund, K. O. Ellefsen, K. Glette, S. Pontes-Filho and M. Lepperød
The distributed neocortex: How neuroscience can inspire distributed AI systems
Workshop "The Distributed Ghost Cellular Automata, Distributed Dynamical Systems, and Their Applications to Intelligence" at ALIFE 2023
S. Pontes-Filho, S. Nichele and M. Lepperød
Critical Neural Cellular Automata
Workshop "The Distributed Ghost Cellular Automata, Distributed Dynamical Systems, and Their Applications to Intelligence" at ALIFE 2023
2022
Journal Articles
S. Pontes-Filho, P. Lind and S. Nichele
Assessing the robustness of critical behavior in stochastic cellular automata
Physica D: Nonlinear Phenomena
S. Pontes-Filho, K. Olsen, A. Yazidi, M. Riegler, P. Halvorsen and S. Nichele
Towards the Neuroevolution of Low-level artificial general intelligence
Frontiers in Robotics and AI
2021
Proceedings, refereed
S. Pontes-Filho, A. G. Dahl and S. Nichele
A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents
Proceedings of SAI Intelligent Systems Conference
2020
Journal Articles
S. Pontes-Filho, P. Lind, A. Yazidi, J. Zhang, H. L. Hammer, G. B. Mello, I. Sandvig, G. Tufte and S. Nichele
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality
Cognitive Neurodynamics
Proceedings, refereed
S. Pontes-Filho, P. Lind, A. Yazidi, J. Zhang, H. L. Hammer, G. B. Mello, I. Sandvig, G. Tufte and S. Nichele
EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality
International Conference on the Applications of Evolutionary Computation (Part of EvoStar)