Sidney Pontes-Filho

Vitenskapelige publikasjoner

Pontes Filho, Sidney; Olsen, Kristoffer; Yazidi, Anis; Riegler, Michael; Halvorsen, Pål; Nichele, Stefano (2022). Towards the Neuroevolution of Low-level artificial general intelligence. 15 s. Frontiers in Robotics and AI . Vol. 9.
http://hdl.handle.net/10852/98309

Pontes Filho, Sidney; Lind, Pedro; Nichele, Stefano (2022). Assessing the robustness of critical behavior in stochastic cellular automata. 8 s. Physica D : Non-linear phenomena . Vol. 441.
https://hdl.handle.net/11250/3027900

Pontes Filho, Sidney; Walker, Kathryn; Najarro, Elias; Nichele, Stefano; Risi, Sebastian (2022). A single neural cellular automaton for body-brain co-evolution. GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Konferanseartikkel. s. 148-151. Association for Computing Machinery (ACM).

Pontes Filho, Sidney; Dahl, Annelene; Nichele, Stefano; Mello, Gustavo (2021). A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents. Arai, Kohei (Red.). Intelligent Systems and Applications, Proceedings of the 2021 Intelligent Systems Conference (IntelliSys 2021) Volume 1. Artikkel. s. 549-558. Springer Nature.

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. Castillo, Pedro A.; Laredo, Juan Luis Jiménez; de Vega, Francisco Fernández (Red.). Applications of Evolutionary Computation. Mangler. s. 133-148. Springer.
https://hdl.handle.net/11250/2724664

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). 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 .
https://hdl.handle.net/11250/2657791

Mello, Gustavo; Pontes-Filho, Sidney; Sandvig, Ioanna; Valderhaug, Vibeke Devold; Zouganeli, Evi; Huse Ramstad, Ola; Sandvig, Axel; Nichele, Stefano (2020). Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). Chapter: Neuromorphic Cognitive Computing (SNCC). s. 2360-2366. IEEE.
http://hdl.handle.net/11250/2644970

Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar (2019). A general representation of dynamical systems for reservoir computing. Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. paper No. 8. IEEE.
https://hdl.handle.net/11250/2677637

Pontes-Filho, Sidney; Liwicki, Marcus (2019). Bidirectional Learning for Robust Neural Networks. Jayne, Chrisina; Somogyvári, Zoltán (Red.). 2019 International Joint Conference on Neural Networks (IJCNN). Conference paper. s. 1-8. IEEE.
http://hdl.handle.net/11250/2641437

Forskningsrapporter

Pontes Filho, Sidney; Nichele, Stefano; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Sandvig, Ioanna; Tufte, Gunnar (2023). Optimization of dynamical systems towards criticality and intelligent behavior. ISBN: 978-82-326-6953-0. 179 s. Norges teknisk-naturvitenskapelige universitet.

Variengien, Alexandre; Pontes Filho, Sidney; Glover, Tom Eivind; Nichele, Stefano (2021). Towards Self-organized Control: Using Neural Cellular Automata to Robustly Control a Cart-pole Agent. 14 s. doi: 10.54854/imi2021.01

Formidling

Pontes Filho, Sidney; Walker, Kathryn; Najarro, Elias; Nichele, Stefano; Risi, Sebastian (2022). A Unified Substrate for Body-Brain Co-evolution. 2nd International Conference on Embodied Intelligence. Fumiya Iida.
https://arxiv.org/abs/2203.12066

Pontes Filho, Sidney; Nichele, Stefano (2021). A Conceptual Bio-Inspired Framework for the Evolution of Artificial General Intelligence. International Conference on High Performance Computing & Simulation.
https://arxiv.org/abs/1903.10410

Pontes Filho, Sidney; Gulden Dahl, Annelene; Nichele, Stefano; Mello, Gustavo (2021). A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents. Intelligent Systems Conference 2021 (IntelliSys 2021). The Science and Information (SAI) Organization.
https://link.springer.com/chapter/10.1007%2F978-3-...

Heiney, Kristine; Huse Ramstad, Ola; Pontes-Filho, Sidney; Glover, Tom; Lindell, Trym; Jensen Farner, Jørgen; Weydahl, Håkon; Nichele, Stefano (2021). Bridging the computational gap: From biological to artificial substrates. Second International Workshop on Theoretical and Experimental Material Computing (TEMC 2020), ALIFE 2021.

Pontes-Filho, Sidney; Olsen, Kristoffer; Yazidi, Anis; Halvorsen, Pål; Riegler, Michael; Nichele, Stefano (2020). Towards the evolution of spiking neural networks for self-supervision with neuroplasticity. From Neuroscience to Artificially Intelligent Systems. Raia Hadsell, Blake Richards and Anthony Zador.

Pontes-Filho, Sidney; Lind, Pedro; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Tufte, Gunnar; Nichele, Stefano (2020). EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality. 23rd European Conference on the Applications of Evolutionary and bio-inspired Computation. Pedro Castillo.

Mello, Gustavo Borges Moreno E; Valderhaug, Vibeke Devold; Pontes-Filho, Sidney; Zouganeli, Evi; Huse Ramstad, Ola; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2019). Method to obtain neuromorphic reservoir networks from images of in vitro cortical networks. 2019 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Neuromorphic Cognitive Computing (IEEE SNCC).

Pontes-Filho, Sidney; Liwicki, Marcus (2019). Bidirectional Learning for Robust Neural Networks. 2019 International Joint Conference on Neural Networks.
https://ieeexplore.ieee.org/abstract/document/8852...

Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano (2019). A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019). UiO.

Pontes-Filho, Sidney (2018). EvoDynamic: Evolution of discrete dynamic systems for modelling computational systems based on self-organization through local interactions. NTNU Christmas Neuroscience Symposium. NTNU.