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PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions.
IEEE Trans Neural Netw Learn Syst. 2022 Dec 13;PP. doi: 10.1109/TNNLS.2022.3226772. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 37015366
An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders.
Grassucci E, Comminiello D, Uncini A.
Grassucci E, et al. Among authors: comminiello d.
Entropy (Basel). 2021 Jul 3;23(7):856. doi: 10.3390/e23070856.
Entropy (Basel). 2021.
PMID: 34356397
Free PMC article.
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Online Sequential Extreme Learning Machine With Kernels.
Scardapane S, Comminiello D, Scarpiniti M, Uncini A.
Scardapane S, et al. Among authors: comminiello d.
IEEE Trans Neural Netw Learn Syst. 2015 Sep;26(9):2214-20. doi: 10.1109/TNNLS.2014.2382094. Epub 2014 Dec 31.
IEEE Trans Neural Netw Learn Syst. 2015.
PMID: 25561597
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Improving nonlinear modeling capabilities of functional link adaptive filters.
Comminiello D, Scarpiniti M, Scardapane S, Parisi R, Uncini A.
Comminiello D, et al.
Neural Netw. 2015 Sep;69:51-9. doi: 10.1016/j.neunet.2015.05.002. Epub 2015 May 27.
Neural Netw. 2015.
PMID: 26057613
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