Stefano Nichele

Vitenskapelige publikasjoner

Talamini, Jacopo; Medvet, Eric; Nichele, Stefano (2021). Criticality-Driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots. Frontiers in Robotics and AI . Vol. 8.
https://www.frontiersin.org/articles/10.3389/frobt...

Heiney, Kristine; Valderhaug, Vibeke Devold; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Nichele, Stefano (2021). Hallmarks of Criticality in Neuronal Networks Depend on Cell Type and the Temporal Resolution of Neuronal Avalanches. International Journal of Unconventional Computing . Vol. 16.
https://www.oldcitypublishing.com/journals/ijuc-ho...

Valderhaug, Vibeke Devold; Heiney, Kristine; Huse Ramstad, Ola; Bråthen, Geir; Kuan, Wei-Li; Nichele, Stefano; Sandvig, Axel; Sandvig, Ioanna (2021). Early functional changes associated with alpha-synuclein proteinopathy in engineered human neural networks. American Journal of Physiology - Cell Physiology .

Heiney, Kristine; Huse Ramstad, Ola; Fiskum, Vegard; Christiansen, Nicholas; Sandvig, Axel; Nichele, Stefano; Sandvig, Ioanna (2021). Criticality, connectivity, and neural disorder: A multifaceted approach to neural computation. Frontiers in Computational Neuroscience . Vol. 15:611183.
https://hdl.handle.net/11250/2728005

Fladby, Torgeir; Haugerud, Hårek; Nichele, Stefano; Begnum, Kyrre; Yazidi, Anis (2020). Evading a Machine Learning-based Intrusion Detection System through Adversarial Perturbations. NN, NN (Red.). RACS '20: Proceedings of the International Conference on Research in Adaptive and Convergent Systems. Research-article. s. 161-166. Association for Computing Machinery (ACM).
https://hdl.handle.net/11250/2729788

Zhang, Jianhua; Yin, Zhong; Chen, Peng; Nichele, Stefano (2020). Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review. Information Fusion . Vol. 59.

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

Valderhaug, Vibeke Devold; Heiney, Kristine; Huse Ramstad, Ola; Bråthen, Geir; Kuan, Wei-Li; Nichele, Stefano; Sandvig, Axel; Sandvig, Ioanna (2020). Criticality as a measure of developing proteinopathy in engineered human neural networks. 22 s. BioRxiv.
https://hdl.handle.net/11250/2735243

Valderhaug, Vibeke Devold; Huse Ramstad, Ola; van de Wijdeven, Rosanne Francisca; Heiney, Kristine; Nichele, Stefano; Sandvig, Axel; Sandvig, Ioanna (2020). Structural and functional alterations associated with the LRRK2 G2019S mutation revealed in structured human neural networks. 27 s. BioRxiv.
https://hdl.handle.net/11250/2735246

Forskningsrapporter

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. DOI 10.17605/OSF.IO/TQGNW

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

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

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

Formidling

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.

Heiney, Kristine; Huse Ramstad, Ola; Fiskum, Vegard; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2021). From in vitro to computational models of the brain: What can criticality tell us about neural computation?. NRSN National Neuroscience Symposium. NRSN.

Heiney, Kristine; Tufte, Gunnar; Nichele, Stefano (2021). On Artificial Life and Emergent Computation in Physical Substrates. International Conference on High Performance Computing & Simulation.

Nichele, Stefano (2021). Tim Taylor and Alan Dorin: Rise of the self-replicators—early visions of machines, AI and robots that can reproduce and evolve. 5 s. Genetic Programming and Evolvable Machines .
https://doi.org/10.1007/s10710-021-09398-5

Nichele, Stefano (2021). Towards a less artificial Artificial Intelligence. NORA webinar. Norwegian Artificial Intelligence Research Consortium.

Tapio, Hege; Bergaust, Kristin; Nichele, Stefano; Christensen-Scheel, Boel; Wettre, Mikkel (2020). FeLT - Futures of Living Technologies, Project Launch Symposium. FeLT - Futures of Living Technologies, Project Launch Symposium. FeLT - Futures of Living Technologies.

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.

Heiney, Kristine; Huse Ramstad, Ola; Fiskum, Vegard; Sandvig, Ioanna; Sandvig, Axel; Nichele, Stefano (2020). Computational behavior of biological neural networks through the lens of criticality. NAISys - From Neuroscience to Artificially Intelligent Systems.

Heiney, Kristine; Huse Ramstad, Ola; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2020). Manipulating the dynamic state of in vitro neuronal networks. Brain Criticality Virtual Meeting.

Heiney, Kristine; Huse Ramstad, Ola; Fiskum, Vegard; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2020). Manipulation of the scaling behavior of neuronal avalanches toward achieving criticality. FENS 2020 Virtual Forum.