Forskningsgrupper
Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
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. s. 133-148. Springer.
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
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
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
Pontes-Filho, Sidney; Liwicki, Marcus
(2019).
Bidirectional Learning for Robust Neural Networks.
Jayne, Chrisina; Somogyvári, Zoltán (Red.).
2019 International Joint Conference on Neural Networks (IJCNN). Conference paper. s. 1-8.
IEEE.
http://hdl.handle.net/11250/2641437
