Simone G. O. Fiori

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 21

Top Venues

Publications

Simone G. O. Fiori
Lie-group modeling and simulation of a spherical robot, actuated by a yoke-pendulum system, rolling over a flat surface without slipping. Robotics Auton. Syst. 175 (2024)
Simone G. O. Fiori, Luca Ciaramicoli, Giovanni Berluti
Maximum Convergence Rate Control of a Switched Electrical Network with Symmetries. Symmetry 15 (10) (2023)
Luca Bigelli, Federico Polenta, Simone G. O. Fiori
Virtual Attractive-Repulsive Potentials Control Theory: A Review and an Extension to Riemannian Manifolds. Symmetry 14 (2) (2022)
Simone G. O. Fiori
Manifold Calculus in System Theory and Control - Second Order Structures and Systems. Symmetry 14 (6) (2022)
Simone G. O. Fiori
Extension of PID Regulators to Dynamical Systems on Smooth Manifolds (M-PID). SIAM J. Control. Optim. 59 (1) (2021)
Simone G. O. Fiori
Improvement and Assessment of a Blind Image Deblurring Algorithm Based on Independent Component Analysis. Comput. 9 (7) (2021)
Simone G. O. Fiori
Manifold Calculus in System Theory and Control - Fundamentals and First-Order Systems. Symmetry 13 (11) (2021)
Simone G. O. Fiori
A Control-Theoretic Approach to the Synchronization of Second-Order Continuous-Time Dynamical Systems on Real Connected Riemannian Manifolds. SIAM J. Control. Optim. 58 (2) (2020)
Alkis Koudounas, Simone G. O. Fiori
Gradient-based Learning Methods Extended to Smooth Manifolds Applied to Automated Clustering. J. Artif. Intell. Res. 68 (2020)
Simone G. O. Fiori
A Closed-Form Expression of the Instantaneous Rotational Lurch Index to Evaluate Its Numerical Approximation. Symmetry 11 (10) (2019)
Simone G. O. Fiori
A comprehensive comparison of algorithms for the statistical modelling of non-monotone relationships via isotonic regression of transformed data. Int. J. Data Anal. Tech. Strateg. 11 (1) (2019)
Simone G. O. Fiori, Andrea Vitali
Statistical Modeling of Trivariate Static Systems: Isotonic Models. Data 4 (1) (2019)
Sebastian Nicolas Giles, Simone G. O. Fiori
Glomerular Filtration Rate Estimation by a Novel Numerical Binning-Less Isotonic Statistical Bivariate Numerical Modeling Method. Inf. 10 (3) (2019)
Simone G. O. Fiori, Nicola Fioranelli
Smooth statistical modeling of bivariate non-monotonic data by a three-stage LUT neural system. Neural Comput. Appl. 30 (4) (2018)
Tomoya Wada, Kosuke Fukumori, Toshihisa Tanaka, Simone G. O. Fiori
Generalized Gaussian Kernel Adaptive Filtering. CoRR (2018)
Andrea Civita, Simone G. O. Fiori, Giuseppe Romani
A Mobile Acquisition System and a Method for Hips Sway Fluency Assessment. Inf. 9 (12) (2018)
Simone G. O. Fiori
Nonlinear damped oscillators on Riemannian manifolds: Numerical simulation. Commun. Nonlinear Sci. Numer. Simul. 47 (2017)
Takashi Uehara, Matteo Sartori, Toshihisa Tanaka, Simone G. O. Fiori
Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces. Neural Comput. 29 (6) (2017)
Simone G. O. Fiori, Ruben Di Filippo
An Improved Chaotic Optimization Algorithm Applied to a DC Electrical Motor Modeling. Entropy 19 (12) (2017)
Simone G. O. Fiori
A Riemannian steepest descent approach over the inhomogeneous symplectic group: Application to the averaging of linear optical systems. Appl. Math. Comput. 283 (2016)
Simone G. O. Fiori
Nonlinear damped oscillators on Riemannian manifolds: Fundamentals. J. Syst. Sci. Complex. 29 (1) (2016)
Simone G. O. Fiori
Kolmogoroff-Nagumo mean over the affine symplectic group of matrices. Appl. Math. Comput. 266 (2015)
Simone G. O. Fiori, Tianxia Gong, Hwee Kuan Lee
Bivariate Nonisotonic Statistical Regression by a Lookup Table Neural System. Cogn. Comput. 7 (6) (2015)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
Tangent-Bundle Maps on the Grassmann Manifold: Application to Empirical Arithmetic Averaging. IEEE Trans. Signal Process. 63 (1) (2015)
Andrea Civita, Simone G. O. Fiori, Giuseppe Romani
A Smartphone-Based Acquisition System for Hips Rotation Fluency Assessment. CoRR (2015)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold. ICASSP (2014)
Simone G. O. Fiori
Auto-Regressive Moving Average Models on Complex-Valued Matrix Lie Groups. Circuits Syst. Signal Process. 33 (8) (2014)
Simone G. O. Fiori
A two-dimensional Poisson equation formulation of non-parametric statistical non-linear modeling. Comput. Math. Appl. 67 (5) (2014)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
Mixed Maps for Kolmogoroff-Nagumo-Type Averaging on the Compact Stiefel Manifold CoRR (2013)
Tetsuya Kaneko, Simone G. O. Fiori, Toshihisa Tanaka
Empirical Arithmetic Averaging Over the Compact Stiefel Manifold. IEEE Trans. Signal Process. 61 (4) (2013)
Simone G. O. Fiori
Random Clouds on Matrix Lie Groups. GSI (2013)
Simone G. O. Fiori
Fast statistical regression in presence of a dominant independent variable. Neural Comput. Appl. 22 (7-8) (2013)
Simone G. O. Fiori
An isotonic trivariate statistical regression method. Adv. Data Anal. Classif. 7 (2) (2013)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. IJCNN (2012)
Tetsuya Kaneko, Toshihisa Tanaka, Simone G. O. Fiori
A method to compute averages over the compact Stiefel manifold. ICASSP (2012)
Simone G. O. Fiori
Extended Hamiltonian Learning on Riemannian Manifolds: Numerical Aspects. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka
A comparison of two algorithmic recipes to parametrize rectangular orthogonal matrices. APSIPA (2012)
Simone G. O. Fiori
Statistical Nonparametric Bivariate Isotonic Regression by Look-Up-Table-Based Neural Networks. ICONIP (3) (2011)
Simone G. O. Fiori
Visualization of Riemannian-manifold-valued elements by multidimensional scaling. Neurocomputing 74 (6) (2011)
Simone G. O. Fiori
Extended Hamiltonian Learning on Riemannian Manifolds: Theoretical Aspects. IEEE Trans. Neural Networks 22 (5) (2011)
Simone G. O. Fiori
Solving Minimal-Distance Problems over the Manifold of Real-Symplectic Matrices. SIAM J. Matrix Anal. Appl. 32 (3) (2011)
Simone G. O. Fiori
Riemannian-Gradient-Based Learning on the Complex Matrix-Hypersphere. IEEE Trans. Neural Networks 22 (12) (2011)
Simone G. O. Fiori
A pseudo-Riemannian-gradient approach to the least-squares problem on the real symplectic group. ICASSP (2010)
Simone G. O. Fiori
Learning by natural gradient on noncompact matrix-type pseudo-Riemannian manifolds. IEEE Trans. Neural Networks 21 (5) (2010)
Simone G. O. Fiori
A Closed-Form Solution to the Problem of Averaging over the Lie Group of Special Orthogonal Matrices. ISNN (1) (2010)
Simone G. O. Fiori
On vector averaging over the unit hypersphere. Digit. Signal Process. 19 (4) (2009)
Simone G. O. Fiori, Toshihisa Tanaka
Learning averages over the lie group of symmetric positive-definite matrices. IJCNN (2009)
Simone G. O. Fiori
Computation of the Frechet mean, variance and interpolation for a pool of neural networks over the manifold of special orthogonal matrices. Int. J. Comput. Intell. Stud. 1 (1) (2009)
Simone G. O. Fiori, Toshihisa Tanaka
An algorithm to compute averages on matrix Lie groups. IEEE Trans. Signal Process. 57 (12) (2009)
Simone G. O. Fiori
Learning the Fréchet Mean over the Manifold of Symmetric Positive-Definite Matrices. Cogn. Comput. 1 (4) (2009)
Simone G. O. Fiori
Learning averages over the lie group of unitary matrices. IJCNN (2009)
Simone G. O. Fiori, Toshihisa Tanaka
Learning-machines-committee Averages over the Unitary Group of Matrices. ISCAS (2009)
Simone G. O. Fiori
Asymmetric Variate Generation via a Parameterless Dual Neural Learning Algorithm. Comput. Intell. Neurosci. 2008 (2008)
Simone G. O. Fiori
(3). Neural Comput. 20 (4) (2008)
Elena Celledoni, Simone G. O. Fiori
Descent methods for optimization on homogeneous manifolds. Math. Comput. Simul. 79 (4) (2008)
Simone G. O. Fiori, Toshihisa Tanaka
An averaging method for a committee of special-orthogonal-group machines. ISCAS (2008)
Simone G. O. Fiori
Lie-group-type neural system learning by manifold retractions. Neural Networks 21 (10) (2008)
Simone G. O. Fiori
Generation of pseudorandom numbers with arbitrary distribution by learnable look-up-table-type neural networks. IJCNN (2008)
Amir Hussain, Simone G. O. Fiori, Ijaz Mansoor Qureshi, Tariq S. Durrani, M. M. Ahmed, K. Fukushima
Engineering of intelligent systems (ICEIS 2006). Neurocomputing 71 (13-15) (2008)
Simone G. O. Fiori
Leap-frog-type learning algorithms over the Lie group of unitary matrices. Neurocomputing 71 (10-12) (2008)
Simone G. O. Fiori
Geodesic-based and projection-based neural blind deconvolution algorithms. Signal Process. 88 (3) (2008)
Simone G. O. Fiori
Learning stepsize selection for the geodesic-based neural blind deconvolution algorithm. IJCNN (2008)
Simone G. O. Fiori
Learning by Criterion Optimization on a Unitary Unimodular Matrix Group. Int. J. Neural Syst. 18 (2) (2008)
Simone G. O. Fiori
Neural Learning Algorithms Based on Mappings: The Case of the Unitary Group of Matrices. ICANN (1) (2007)
Toshihisa Tanaka, Simone G. O. Fiori
Least Squares Approximate Joint Diagonalization on the Orthogonal Group. ICASSP (2) (2007)
Simone G. O. Fiori
Neural Learning by Retractions on Manifolds. ISCAS (2007)
Simone G. O. Fiori
Neural Systems with Numerically Matched Input-Output Statistic: Isotonic Bivariate Statistical Modeling. Comput. Intell. Neurosci. 2007 (2007)
Simone G. O. Fiori
Learning independent components on the orthogonal group of matrices by retractions. Neural Process. Lett. 25 (3) (2007)
Simone G. O. Fiori
Neural Systems with Numerically-Matched Input-Output Statistic: Variate Generation. Neural Process. Lett. 23 (2) (2006)
Simone G. O. Fiori
Blind adaptation of stable discrete-time IIR filters in state-space form. IEEE Trans. Signal Process. 54 (7) (2006)
Toshihisa Tanaka, Simone G. O. Fiori
Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter. ICASSP (3) (2006)
Simone G. O. Fiori
Fixed-point neural independent component analysis algorithms on the orthogonal group. Future Gener. Comput. Syst. 22 (4) (2006)
Simone G. O. Fiori, Shun-ichi Amari
Geometrical methods in neural networks and learning. Neurocomputing 67 (2005)
Simone G. O. Fiori
Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial. J. Mach. Learn. Res. 6 (2005)
Simone G. O. Fiori
Formulation and integration of learning differential equations on the stiefel manifold. IEEE Trans. Neural Networks 16 (6) (2005)
Simone G. O. Fiori
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay. Neural Comput. 17 (4) (2005)
Simone G. O. Fiori, Pietro Burrascano
One-unit 'rigid-bodies' learning rule for principal/independent component analysis with application to ECT-NDE signal processing. Neurocomputing 56 (2004)
Simone G. O. Fiori
Fast fixed-point neural blind-deconvolution algorithm. IEEE Trans. Neural Networks 15 (2) (2004)
Simone G. O. Fiori
Analysis of modified "Bussgang" algorithms (MBAs) for channel equalization. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2004)
Simone G. O. Fiori, Nicoletta Del Buono, Tiziano Politi
Optical Flow Estimation via Neural Singular Value Decomposition Learning. ICCSA (2) (2004)
Simone G. O. Fiori
Relative uncertainty learning theory: an essay. Int. J. Neural Syst. 14 (5) (2004)
Simone G. O. Fiori
Nonsymmetric PDF estimation by artificial neurons: application to statistical characterization of reinforced composites. IEEE Trans. Neural Networks 14 (4) (2003)
Simone G. O. Fiori, Roberto Rossi
Stiefel-Manifold Learning by Improved Rigid-Body Theory Applied to ICA. Int. J. Neural Syst. 13 (5) (2003)
Simone G. O. Fiori
Neural independent component analysis by "maximum-mismatch" learning principle. Neural Networks 16 (8) (2003)
Simone G. O. Fiori
Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing. Neural Networks 16 (3-4) (2003)
Simone G. O. Fiori
Closed-Form Expressions of Some Stochastic Adapting Equations for Nonlinear Adaptive Activation Function Neurons. Neural Comput. 15 (12) (2003)
Simone G. O. Fiori
Singular Value Decomposition Learning on Double Stiefel Manifold. Int. J. Neural Syst. 13 (3) (2003)
Luciano Albini, Pietro Burrascano, Simone G. O. Fiori
A feasibility study for electromagnetic pollution monitoring by electromagnetic-source localization via neural independent component analysis. Neurocomputing 55 (3-4) (2003)
Ze Wang, Yin Lee, Simone G. O. Fiori, Andrew Chi-Sing Leung, Yisheng Zhu
An improved sequential method for principal component analysis. Pattern Recognit. Lett. 24 (9-10) (2003)
Simone G. O. Fiori
Notes on Bell-Sejnowski PDF-Matching Neuron. Neural Comput. 14 (12) (2002)
Simone G. O. Fiori
Hybrid independent component analysis by adaptive LUT activation function neurons. Neural Networks 15 (1) (2002)
Simone G. O. Fiori
Complex Weighted One Unit 8216 Rigid Bodies 8217 Learning Rule for Independent Component Analysis. Neural Process. Lett. 15 (3) (2002)
Simone G. O. Fiori, Pietro Burrascano
Nonsymmetric PDF approximation by artificial neurons: application to statistical characterization of reinforced composites. ISCAS (3) (2002)
Simone G. O. Fiori
Blind deconvolution by simple adaptive activation function neuron. Neurocomputing 48 (1-4) (2002)
Simone G. O. Fiori
A theory for learning based on rigid bodies dynamics. IEEE Trans. Neural Networks 13 (3) (2002)
Simone G. O. Fiori
Notes on cost functions and estimators for 'Bussgang' adaptive blind equalization. Eur. Trans. Telecommun. 13 (6) (2002)
Simone G. O. Fiori, Pietro Burrascano
Blind electromagnetic source separation and localization. ISCAS (1) (2002)
Simone G. O. Fiori
A Minor Subspace Algorithm Based on Neural Stiefel Dynamics. Int. J. Neural Syst. 12 (5) (2002)
Simone G. O. Fiori
Unsupervised Neural Learning on Lie Group. Int. J. Neural Syst. 12 (3-4) (2002)
Simone G. O. Fiori
A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold. Neural Comput. 13 (7) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simone G. O. Fiori