Danilo Comminiello

Group sparse regularization for deep neural networks

Simone Scardapane, Danilo Comminiello, Amir Hussain et al. · Neurocomputing · 2017 · 466 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +5

Nonlinear spline adaptive filtering

Michele Scarpiniti, Danilo Comminiello, Raffaele Parisi et al. · Signal Processing · 2012 · 181 citations

Adaptive Filter, Filtering Technique, Nonlinear Filtering +3

Functional Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation

Danilo Comminiello, Michele Scarpiniti, Luis A. Azpicueta-Ruiz et al. · IEEE Transactions on Audio Speech and Language Processing · 2013 · 174 citations

Aeroacoustics, Adaptive Filter, Engineering +11

Online Sequential Extreme Learning Machine With Kernels

Simone Scardapane, Danilo Comminiello, Michele Scarpiniti et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 154 citations

Implicit Mappings, Support Vector Machine, Engineering +12

Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties

Michele Scarpiniti, Danilo Comminiello, Raffaele Parisi et al. · Signal Processing · 2014 · 99 citations

Adaptive Filter, Geometric Interpolation, Engineering +7