Sidney Pontes-Filho
Sidney Pontes-Filho
PhD Candidate, Oslo Metropolitan University
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Bidirectional learning for robust neural networks
S Pontes-Filho, M Liwicki
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
Evodynamic: A framework for the evolution of generally represented dynamical systems and its application to criticality
S Pontes-Filho, P Lind, A Yazidi, J Zhang, H Hammer, GBM Mello, ...
International Conference on the Applications of Evolutionary Computationá…, 2020
A neuro-inspired general framework for the evolution of stochastic dynamical systems: Cellular automata, random Boolean networks and echo state networks towards criticality
S Pontes-Filho, P Lind, A Yazidi, J Zhang, H Hammer, GBM Mello, ...
Cognitive Neurodynamics 14 (5), 657-674, 2020
A Conceptual Bio-Inspired Framework for the Evolution of Artificial General Intelligence
S Pontes-Filho, S Nichele
arXiv e-prints, arXiv: 1903.10410, 2019
Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks
GBM e Mello, S Pontes-Filho, I Sandvig, VD Valderhaug, E Zouganeli, ...
2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2360-2366, 2019
A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents
S Pontes-Filho, AG Dahl, S Nichele
arXiv preprint arXiv:1912.01359, 2019
A general representation of dynamical systems for reservoir computing
S Pontes-Filho, A Yazidi, J Zhang, H Hammer, G Mello, I Sandvig, G Tufte, ...
arXiv preprint arXiv:1907.01856, 2019
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks
VD Valderhaug, S Pontes-Filho, E Zouganeli, I Sandvig, S Nichele
arXiv preprint arXiv:1907.01062, 2019
Towards spiking neural systems synthesis
AC Kammara, S Pontes-Filho, A K÷nig
Swarm Intelligence: Applications 3, 429, 2018
Bridging the computational gap: From biological to artificial substrates
K Heiney, OH Ramstad, S Pontes-Filho, T Glover, T Lindell, JJ Farner, ...
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