Stefano Nichele

Vitenskapelige publikasjoner

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.

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.

Mello, Gustavo; Pontes-Filho, Sidney; Sandvig, Ioanna; Valderhaug, Vibeke Devold; Zouganeli, Evi; Huse Ramstad, Ola; Sandvig, Axel; Nichele, Stefano (2020). Method to Obtain Neuromorphic Reservoir Networks from Images of in Vitro Cortical Networks. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). Chapter: Neuromorphic Cognitive Computing (SNCC). s. 2360-2366.
http://hdl.handle.net/11250/2644970

Heiney, Kristine; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Nichele, Stefano (2020). Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). Chapter: Artificial Life (ALIFE). s. 246-253.
https://ieeexplore.ieee.org/document/9002693

Zhang, Jianhua; Li, Jianrong; Nichele, Stefano (2020). Instantaneous Mental Workload Recognition Using Wavelet-Packet Decomposition and Semi-Supervised Learning. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). KAPITTEL. s. 409-415.

Zhang, Jianhua; Chen, Peng; Nichele, Stefano; Yazidi, Anis (2020). Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning. Huang, Tingwen (Red.). Proceedings of IEEE Symposium Series on Computational Intelligence (SSCI2019). KAPITTEL. s. 403-408.

Berg, Joachim; Berggren, Nils Gustav Andreas; Borgeteien, Sivert; Jahren, Christian; Sajid, Arqam; Nichele, Stefano (2019). Evolved Art with Transparent, Overlapping, and Geometric Shapes. Bach, Kerstin; Ruocco, Massimiliano (Red.). Nordic Artificial Intelligence Research and Development: Porc. of Third Symposium of the Norwegian AI Society, NAIS 2019. 1. s. 3-15. Springer.

Hanssen, Anders Braarud; Nichele, Stefano (2019). Ethics of Artificial Intelligence Demarcations. Nordic Artificial Intelligence Research and Development: Third Symposium of the Norwegian AI Society, NAIS 2019. 13. s. 133-142. Springer.

Bergaust, Kristin; Nichele, Stefano (2019). "FeLT- The Futures of Living Technologies". Electronic Workshops in Computing (eWiC) .

Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, Ioanna; Nichele, Stefano; Tufte, Gunnar (2019). A general representation of dynamical systems for reservoir computing. Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. paper No. 8. IEEE.
https://arxiv.org/pdf/1907.01856.pdf

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

Nichele, Stefano (2020). Novel models and substrates for the emergence of intelligence. NORA PhD Symposium. Norwegian Artificial Intelligence Research Consortium (NORA).

Christiansen, Nicholas; Nichele, Stefano; Tufte, Gunnar; Sandvig, Ioanna; Sandvig, Axel (2019). Using computer models to infer disease pathology in in vitro models of amyotrophic lateral sclerosis. The 7th National PhD Conference in Neuroscience. The Norwegian Research School in Neuroscience (NRSN).

Mello, Gustavo Borges Moreno E; Valderhaug, Vibeke Devold; Pontes-Filho, Sidney; Zouganeli, Evi; Huse Ramstad, Ola; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2019). Method to obtain neuromorphic reservoir networks from images of in vitro cortical networks. 2019 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Neuromorphic Cognitive Computing (IEEE SNCC).

Heiney, Kristine; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Nichele, Stefano (2019). Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches. IEEE Symposium Series on Computational Intelligence: Symposium on Artificial Life.

Pontes-Filho, Sidney; Yazidi, Anis; Zhang, Jianhua; Hammer, Hugo Lewi; Mello, Gustavo; Sandvig, I.; Tufte, Gunnar; Nichele, Stefano (2019). A general representation of dynamical systems for reservoir computing. Workshop on Novel Substrates and Models for the Emergence of Developmental, Learning and Cognitive Capabilities, 9th Joint IEEE Int Conf. on Development and Learning and on Epigenetic Robotics (IEEE ICDL-EPIROB 2019). UiO.

Zhang, Jianhua; Li, Jianrong; Nichele, Stefano (2019). Instantaneous Mental Workload Recognition Using Wavelet-Packet Decomposition and Semi-Supervised Learning. IEEE Symp. Series on Computational Intelligence (SSCI2019).

Zhang, Jianhua; Chen, Peng; Nichele, Stefano; Yazidi, Anis (2019). Emotion Recognition Using Time-frequency Analysis of EEG Signals and Machine Learning. IEEE Symp. Series on Computational Intelligence (SSCI2019).

Weir, Janelle Shari; Sandvig, Axel; Sandvig, Ioanna; Nichele, Stefano (2019). In vitro neural networks as self-organizing computational substrates. The 7th NRSN National PhD Conference in Neuroscience. Norwegian Research School in Neuroscience.

Huse Ramstad, Ola; Wijdeven, Rosanne Francisca van de; Heiney, Kristine; Nichele, Stefano; Sandvig, Ioanna; Sandvig, Axel (2019). Mapping functional response to axotomy in a reductionist corticospinal circuit. NRSN PhD conference. NRSN.

Heiney, Kristine; Huse Ramstad, Ola; Sandvig, Ioanna; Sandvig, Axel; Nichele, Stefano (2019). Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches. 7th NRSN PhD Conference. NRSN.