Bidirectional Learning for Robust Neural Networks. - Sidney Pontes-Filho; Marcus Liwicki (IJCNN, 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 (SSCI, 2019)

Towards a framework for the evolution of artificial general intelligence. - Sidney Pontes-Filho; 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)

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)

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 (EvoApplications, 2020)

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 (IntelliSys (3), 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 single neural cellular automaton for body-brain co-evolution. - Sidney Pontes-Filho; Kathryn Walker; Elias Najarro; Stefano Nichele; Sebastian Risi (GECCO Companion, 2022)

A Unified Substrate for Body-Brain Co-evolution. - Sidney Pontes-Filho; Kathryn Walker; Elias Najarro; Stefano Nichele; Sebastian Risi (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)

Assessing the robustness of critical behavior in stochastic cellular automata. - Sidney Pontes-Filho; Pedro G. Lind; Stefano Nichele (CoRR, 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)

Optimization of dynamical systems towards criticality and intelligent behavior. - Sidney Pontes-Filho (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., 2023)

Reservoir Computing with Evolved Critical Neural Cellular Automata. - Sidney Pontes-Filho; Stefano Nichele; Mikkel E. Lepperød (CoRR, 2025)