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Education and Innovation in Embedded Systems Design

USI Università della Svizzera italiana, USI Faculty of Informatics, Advanced Learning and Research Institute USI Università della Svizzera italiana USI Faculty of Informatics USI Advanced Learning and Research Institute
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Author Title [ Type(Desc)] Year
Filters: Author is Filippo Maria Bianchi  [Clear All Filters]
Conference Paper
Bianchi, F. Maria, L. Livi, R. Jenssen, and C. Alippi, "Critical echo state network dynamics by means of Fisher information maximization", 2017 International Joint Conference on Neural Networks (IJCNN), May, 2017.
Bianchi, F. Maria, L. Livi, A. Ferrante, J. Milosevic, and M. Malek, "Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs", IJCNN 2018 : International Joint Conference on Neural Networks, Rio, Brazil, IEEE, 07/2018.
Journal Article
Livi, L., F. Maria Bianchi, and C. Alippi, "Determination of the Edge of Criticality in Echo State Networks Through Fisher Information Maximization", IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 706-717, March, 2018.
Bianchi, F. Maria, L. Livi, and C. Alippi, "Investigating echo state networks dynamics by means of recurrence analysis", IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 427 - 439, 02/2018.
Bianchi, F. Maria, L. Livi, C. Alippi, and R. Jenssen, "Multiplex visibility graphs to investigate recurrent neural network dynamics", Nature-Scientific reports, vol. 7, pp. 44037-44049, 03/2017.