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Simone Fiori: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Simone Fiori, Francesco Piazza
    A comparison of three PCA neural techniques. [Citation Graph (0, 0)][DBLP]
    ESANN, 1999, pp:275-280 [Conf]
  2. Simone Fiori, Aurelio Uncini, Francesco Piazza
    Application of the MEC Network to Principal Component Analysis and Source Separation. [Citation Graph (0, 0)][DBLP]
    ICANN, 1997, pp:571-576 [Conf]
  3. Simone Fiori, Nicoletta Del Buono, Tiziano Politi
    Optical Flow Estimation via Neural Singular Value Decomposition Learning. [Citation Graph (0, 0)][DBLP]
    ICCSA (2), 2004, pp:961-970 [Conf]
  4. S. Barcherini, L. Cipiccia, M. Maggi, Simone Fiori, Pietro Burrascano
    Non-Destructive Test by the Hopfield Network. [Citation Graph (0, 0)][DBLP]
    IJCNN (6), 2000, pp:381-388 [Conf]
  5. Simone Fiori
    Stiefel-Grassman Flow (SGF) Learning: Further Results. [Citation Graph (0, 0)][DBLP]
    IJCNN (3), 2000, pp:343-350 [Conf]
  6. Simone Fiori, Pietro Burrascano
    A Neural Network Approach to Maximum Likelihood Estimation for Eddy-Current Back-Scattering NDE Data Inversion. [Citation Graph (0, 0)][DBLP]
    IJCNN (5), 2000, pp:65-70 [Conf]
  7. Simone Fiori, Saverio Costa, Pietro Burrascano
    Improved psi-APEX Algorithm for Digital Image Compression. [Citation Graph (0, 0)][DBLP]
    IJCNN (3), 2000, pp:392-400 [Conf]
  8. Simone Fiori, Aurelio Uncini, Francesco Piazza
    Blind deconvolution by modified Bussgang algorithm. [Citation Graph (0, 0)][DBLP]
    ISCAS (3), 1999, pp:1-4 [Conf]
  9. Simone Fiori, Paola Baldassarri, Francesco Piazza
    An efficient architecture for independent component analysis. [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 1999, pp:335-338 [Conf]
  10. Simone Fiori, Francesco Piazza
    A second-order differential system for orthonormal optimization. [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 1999, pp:531-534 [Conf]
  11. Simone Fiori, Aurelio Uncini, Francesco Piazza
    Neural blind separation of complex sources by extended APEX algorithm (EAPEX). [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 1999, pp:627-630 [Conf]
  12. Simone Fiori, Francesco Piazza
    Neural blind separation of complex sources by extended Hebbian learning (EGHA). [Citation Graph (0, 0)][DBLP]
    ISCAS (5), 1999, pp:339-342 [Conf]
  13. Simone Fiori, Pietro Burrascano
    Blind electromagnetic source separation and localization. [Citation Graph (0, 0)][DBLP]
    ISCAS (1), 2002, pp:685-688 [Conf]
  14. Simone Fiori, Pietro Burrascano
    Nonsymmetric PDF approximation by artificial neurons: application to statistical characterization of reinforced composites. [Citation Graph (0, 0)][DBLP]
    ISCAS (3), 2002, pp:109-112 [Conf]
  15. Simone Fiori
    Fixed-point neural independent component analysis algorithms on the orthogonal group. [Citation Graph (0, 0)][DBLP]
    Future Generation Comp. Syst., 2006, v:22, n:4, pp:430-440 [Journal]
  16. Simone Fiori
    Probability Density Function Learning by Unsupervised Neurons. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2001, v:11, n:5, pp:399-417 [Journal]
  17. Simone Fiori
    Unsupervised Neural Learning on Lie Group. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2002, v:12, n:3-4, pp:219-246 [Journal]
  18. Simone Fiori
    A Minor Subspace Algorithm Based on Neural Stiefel Dynamics. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2002, v:12, n:5, pp:339-350 [Journal]
  19. Simone Fiori
    Singular Value Decomposition Learning on Double Stiefel Manifold. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2003, v:13, n:3, pp:155-170 [Journal]
  20. Simone Fiori
    Relative uncertainty learning theory: an essay. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2004, v:14, n:5, pp:293-311 [Journal]
  21. Simone Fiori, Roberto Rossi
    Stiefel-Manifold Learning by Improved Rigid-Body Theory Applied to ICA. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2003, v:13, n:5, pp:273-290 [Journal]
  22. Luciano Albini, Pietro Burrascano, Simone Fiori
    A feasibility study for electromagnetic pollution monitoring by electromagnetic-source localization via neural independent component analysis. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2003, v:55, n:3-4, pp:451-468 [Journal]
  23. Simone Fiori
    Blind deconvolution by simple adaptive activation function neuron. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2002, v:48, n:1-4, pp:763-778 [Journal]
  24. Simone Fiori, Shun-ichi Amari
    Geometrical methods in neural networks and learning. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:67, n:, pp:1-7 [Journal]
  25. Simone Fiori, Pietro Burrascano
    One-unit 'rigid-bodies' learning rule for principal/independent component analysis with application to ECT-NDE signal processing. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2004, v:56, n:, pp:233-255 [Journal]
  26. Simone Fiori
    Blind separation of circularly distributed sources by neural extended APEX algorithm. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2000, v:34, n:1-4, pp:239-252 [Journal]
  27. Saverio Costa, Simone Fiori
    Image compression using principal component neural networks. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2001, v:19, n:9-10, pp:649-668 [Journal]
  28. Simone Fiori
    Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group: A Tutorial. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:743-781 [Journal]
  29. Simone Fiori
    A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:7, pp:1625-1647 [Journal]
  30. Simone Fiori
    Notes on Bell-Sejnowski PDF-Matching Neuron. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:12, pp:2847-285 [Journal]
  31. Simone Fiori
    Closed-Form Expressions of Some Stochastic Adapting Equations for Nonlinear Adaptive Activation Function Neurons. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2003, v:15, n:12, pp:2909-2929 [Journal]
  32. Simone Fiori
    Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2005, v:17, n:4, pp:779-838 [Journal]
  33. Simone Fiori
    Blind signal processing by the adaptive activation function neurons. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2000, v:13, n:6, pp:597-611 [Journal]
  34. Simone Fiori
    Hybrid independent component analysis by adaptive LUT activation function neurons. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2002, v:15, n:1, pp:85-94 [Journal]
  35. Simone Fiori
    Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2003, v:16, n:3-4, pp:453-467 [Journal]
  36. Simone Fiori
    Neural independent component analysis by "maximum-mismatch" learning principle. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2003, v:16, n:8, pp:1201-1221 [Journal]
  37. Simone Fiori
    An Experimental Comparison of Three PCA Neural Networks. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2000, v:11, n:3, pp:209-218 [Journal]
  38. Simone Fiori
    Complex Weighted One Unit 8216 Rigid Bodies 8217 Learning Rule for Independent Component Analysis. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2002, v:15, n:3, pp:275-282 [Journal]
  39. Simone Fiori, Paolo Bucciarelli
    Probability Density Estimation Using Adaptive Activation Function Neurons. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2001, v:13, n:1, pp:31-42 [Journal]
  40. Simone Fiori
    Neural Systems with Numerically-Matched Input-Output Statistic: Variate Generation. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:23, n:2, pp:143-170 [Journal]
  41. Ze Wang, Yin Lee, Simone Fiori, Andrew Chi-Sing Leung, Yi-Sheng Zhu
    An improved sequential method for principal component analysis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2003, v:24, n:9-10, pp:1409-1415 [Journal]
  42. Simone Fiori
    A contribution to (neuromorphic) blind deconvolution by flexible approximated Bayesian estimation. [Citation Graph (0, 0)][DBLP]
    Signal Processing, 2001, v:81, n:10, pp:2131-2153 [Journal]
  43. Simone Fiori
    Neural Learning Algorithms Based on Mappings: The Case of the Unitary Group of Matrices. [Citation Graph (0, 0)][DBLP]
    ICANN (1), 2007, pp:858-863 [Conf]
  44. Simone Fiori
    Neural Learning by Retractions on Manifolds. [Citation Graph (0, 0)][DBLP]
    ISCAS, 2007, pp:1293-1296 [Conf]
  45. Simone Fiori
    Learning independent components on the orthogonal group of matrices by retractions. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2007, v:25, n:3, pp:187-198 [Journal]

  46. Learning stepsize selection for the geodesic-based neural blind deconvolution algorithm. [Citation Graph (, )][DBLP]


  47. Generation of pseudorandom numbers with arbitrary distribution by learnable look-up-table-type neural networks. [Citation Graph (, )][DBLP]


  48. An averaging method for a committee of special-orthogonal-group machines. [Citation Graph (, )][DBLP]


  49. A Closed-Form Solution to the Problem of Averaging over the Lie Group of Special Orthogonal Matrices. [Citation Graph (, )][DBLP]


  50. Least-Squares on the Real Symplectic Group [Citation Graph (, )][DBLP]


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