Stefano Nichele

Vitenskapelige publikasjoner

Glover, Tom Eivind; Jahren, Christian Ruben; Huse Ramstad, Ola; Nichele, Stefano (2023). Minimum Equivalence in Random Boolean Networks, Elementary Cellular Automata, and Beyond. Iizuki, Hiroyuki; Suzuki, Keisuke; Uno, Ryoko; Damiano, Luisa; Spychala, Nadine; Aguilera, Miguel (Red.). ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference. s. 100-108. MIT Press.
https://doi.org/https://doi.org/10.1162/isal_a_005...

Nichele, Stefano; Aamodt, Jonas Moræus; Misra, Sanjay; Mölder, Anicka (2023). 2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI). ISBN: 9798350328929. IEEE conference proceedings.

Nadizar, Giorgia; Medvet, Eric; Nichele, Stefano; Pontes Filho, Sidney (2023). An experimental comparison of evolved neural network models for controlling simulated modular soft robots. Applied Soft Computing. Vol. 145.
https://doi.org/10.1016/j.asoc.2023.110610

Lindell, Trym; Hudcová, Barbora; Nichele, Stefano (2023). Canonical Computations in Cellular Automata and Their Application for Reservoir Computing. 9 s. ALIFE : Proceedings of the Artificial Life Conference. Vol. 16.
https://doi.org/10.1162/isal_a_00594

Nichele, Stefano (2023). IEEE Conference Proceedings: 2023 3rd International Conference on Applied Artificial Intelligence (ICAPAI). ISBN: 9798350328929. 100 s. IEEE conference proceedings.

Pierro, Alessandro; Heiney, Kristine; Shrivastava, Shamit; Marcucci, Gulia; Nichele, Stefano (2023). Optimization of a Hydrodynamic Computational Reservoir through Evolution. Silva, Sara; Paquete, Luis (Red.). GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. s. 202-210. Association for Computing Machinery (ACM).
https://dl.acm.org/doi/10.1145/3583131.3590355

Dumo, Glare Eugenio; Lind, Pedro; Nichele, Stefano (2022). An HCI Experiment to Explore Interactive Artificial Life Art. Stephanidis, S; Antona, M; Ntoa, S (Red.). HCI International 2022 Posters. s. 204-211. Springer.
https://doi.org/doi.org/10.1007/978-3-031-06391-6_...

Pontes Filho, Sidney; Walker, Kathryn; Najarro, Elias; Nichele, Stefano; Risi, Sebastian (2022). A single neural cellular automaton for body-brain co-evolution. Fieldsend, Jonathan E (Red.). GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. s. 148-151. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3520304.3529002

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://doi.org/10.1016/j.physd.2022.133507

Nadizar, Giorgia; Medvet, Eric; Huse Ramstad, Ola; Nichele, Stefano; Pellegrino, Felice Andrea; Zullich, Marco (2022). Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots. 27 s. Knowledge engineering review (Print). Vol. 37.
https://doi.org/10.1017/S0269888921000151

Forskningsrapporter

Heiney, Kristine Anne; Nichele, Stefano (2023). Deciphering and emulating neuronal communication: Population-level computation from elemental interactions. ISBN: 978-82-326-7140-3. 204 s. Norges teknisk-naturvitenskapelige universitet.

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. Innovations in Machine Intelligence, Crosslabs, Vol. 1/2021. Vol. 1. doi: 10.54854/imi2021.01

De Domenico, Manlio; Brockmann, Dirk; Camargo, Chico; Gershenson, Carlos; Goldsmith, Daniel; Jeschonnek, Sabine; Kay, Lorren; Nichele, Stefano; Nicolas, José; Schmickl, Thomas; Stella, Massimo; Brandoff, Josh; Martínez Salinas, Ángel José; Sayama, Hiroki (2019). Complexity Explained. 20 s. github.
https://complexityexplained.github.io/ComplexityEx...

Nichele, Stefano; Gundersen, Magnus (2017). Reservoir Computing Using Non-Uniform Binary Cellular Automata. 9 s. arXiv preprint, arXiv:1702.03812v1 [cs.ET].
https://arxiv.org/pdf/1702.03812.pdf

Nichele, Stefano; Molund, Andreas (2017). Deep Reservoir Computing Using Cellular Automata. 9 s. arXiv preprint, arXiv:1703.02806 [cs.NE].
https://arxiv.org/pdf/1703.02806.pdf

Nichele, Stefano; Tufte, Gunnar (2015). Evolvability, Complexity and Scalability of Cellular Evolutionary and Developmental Systems. ISBN: 978-82-326-0730-3. 160 s. NTNU-trykk.

Formidling

Reimers, Felix; Jain, Sanyam; Shrestha, Aarati; Nichele, Stefano (2023). Pathfinding Neural Cellular Automata with Local Self-Attention. Automata 2023, The 29th International Workshop on Cellular Automata and Discrete Complex Systems. University of Trieste.
https://zenodo.org/record/8275919

Farner, Jørgen Jensen; Huse Ramstad, Ola; Nichele, Stefano; Heiney, Kristine (2023). Beyond weight plasticity: Local learning with propagation delays in spiking neural networks. WIVACE 2023 XVII International Workshop on Artificial Life and Evolutionary Computation.

Jain, Sanyam; Shrestha, Aarati; Nichele, Stefano (2023). Capturing Emerging Complexity in Lenia. WIVACE 2023 XVII International Workshop on Artificial Life and Evolutionary Computation.

Heiney, Kristine Anne; Józsa, Mónika; Rule, Michael; Nichele, Stefano; O'Leary, Timothy (2023). Encoding of behaviour by pairwise neuronal interactions correlates with representational drift. Causes and Implications of Representational Drift. Janelia Research Campus.

Heiney, Kristine Anne; Józsa, Mónika; Rule, Michael; Nichele, Stefano; O'Leary, Timothy (2023). Neural correlations, information, and representational drift. Causes and Implications of Representational Drift.

Nichele, Stefano; Sæbo, Solve; Pettersen, Klas Henning; Lepperød, Mikkel Elle (2022). NeuroAI - A strategic opportunity for Norway and Europe. Nordic Machine Intelligence (NMI).
https://journals.uio.no/NMI/article/view/9950

Nadizar, Giorgia; Medvet, Eric; Huse Ramstad, Ola; Nichele, Stefano; Pellegrino, Felice Andrea; Zullich, Marco (2022). Erratum: Merging pruning and neuroevolution: Towards robust and efficient controllers for modular soft robots (The Knowledge Engineering Review DOI: 10.1017/S0269888921000151). Knowledge engineering review (Print). Vol. 37.
https://doi.org/10.1017/S0269888922000017

Tapio, Hege; Nichele, Stefano; Bergaust, Kristin; Christensen-Scheel, Boel (2022). Artists Encoding New Meanings through BioArt and Unconventional Computing. Adamatzky, Andrew (Red.). WSPC Book Series in Unconventional Computing: Volume 2 Unconventional Computing, Arts, Philosophy. s. 381-395. World Scientific.
https://doi.org/https://doi.org/10.1142/9789811257...

Heiney, Kristine Anne; Huse Ramstad, Ola; Fiskum, Vegard; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2022). Neuronal avalanche dynamics and functional connectivity as indicators of the computational capacity of in vitro neuronal networks. FENS Summer School on "Artificial and natural computations for sensory perception: what is the link?". Federation of European Neuroscience Societies.

Heiney, Kristine Anne; Józsa, Mónika; Rule, Michael; Nichele, Stefano; O'Leary, Timothy (2022). Encoding of behaviour by pairwise neuronal interactions correlates with representational drift. FENS Forum 2022. Federation of European Neuroscience Societies.