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Local learning through propagation delays in spiking neural networks


Oct 27, 2022
Jørgen Jensen Farner, Ola Huse Ramstad, Stefano Nichele, Kristine Heiney

* 4 pages, 4 figures; longer version under preparation 

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Assessing the robustness of critical behavior in stochastic cellular automata


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

* 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

* 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

* 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

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

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AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics


Feb 07, 2022
Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan-Carlos De Martin, Maria A. Zuluaga, Stefano Nichele

* Accepted to the Politics of the Machines conference 2021 (POM Berlin 2021) 

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Evolving spiking neuron cellular automata and networks to emulate in vitro neuronal activity


Oct 15, 2021
Jørgen Jensen Farner, Håkon Weydahl, Ruben Jahren, Ola Huse Ramstad, Stefano Nichele, Kristine Heiney

* To be published in proceedings of IEEE SSCI 2021 as part of ICES symposium (International Conference on Evolvable Systems, IEEE Symposium Series on Computational Intelligence 2021) 

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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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On Artificial Life and Emergent Computation in Physical Substrates


Sep 09, 2020
Kristine Heiney, Gunnar Tufte, Stefano Nichele

* Accepted conference paper. HPCS2020, Session 3: BICAS 

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