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Assessing the robustness of critical behavior in stochastic cellular automata


Aug 01, 2022
Sidney Pontes-Filho, Pedro Lind, Stefano Nichele

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* 11 pages and 7 figures 

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Towards the Neuroevolution of Low-level Artificial General Intelligence


Jul 27, 2022
Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele

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* 18 pages, 14 figures 

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Collective control of modular soft robots via embodied Spiking Neural Cellular Automata


Apr 05, 2022
Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho

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* Workshop on "From Cells to Societies: Collective Learning across Scales" at the International Conference on Learning Representations ([email protected]

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A Unified Substrate for Body-Brain Co-evolution


Mar 22, 2022
Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi

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* 13 pages, 7 figures, submitted to The Genetic and Evolutionary Computation Conference (GECCO 2022) 

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Towards self-organized control: Using neural cellular automata to robustly control a cart-pole agent


Jul 12, 2021
Alexandre Variengien, Stefano Nichele, Tom Glover, Sidney Pontes-Filho

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A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents


Dec 06, 2019
Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello

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* 5 pages, 2 figures 

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A general representation of dynamical systems for reservoir computing


Jul 03, 2019
Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello, Ioanna Sandvig, Gunnar Tufte, Stefano Nichele

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* 5 pages, 3 figures, accepted workshop paper at Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities at IEEE ICDL-EPIROB 2019 

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DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks


Jul 01, 2019
Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho, Evi Zouganeli, Ioanna Sandvig, Stefano Nichele

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* 5 pages, 2 figures, ICDL IEEE conference 2019 

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