140 citations · 152 across the 6 of their papers we have counts for
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eess.SY2020
Continuous-time system identification with neural networks: Model structures and fitting criteria
Marco Forgione, Dario Piga
This paper presents tailor-made neural model structures and two custom fitting criteria for learning dynamical systems. The proposed framework is based on a representation of the s…
cs.LG2020
dynoNet: a neural network architecture for learning dynamical systems
Marco Forgione, Dario Piga
This paper introduces a network architecture, called dynoNet, utilizing linear dynamical operators as elementary building blocks. Owing to the dynamical nature of these blocks, dyn…