Simone G. O. Fiori

Personal Home Page

http://www.deit.univpm.it/fiori

Articles in Scholarly Journals [Incomplete List]

  1. Asymmetric Variate Generation via a Parameterless Dual Neural Learning Algorithm
    Computational Intelligence and Neuroscience, vol. 2008, Article ID 426080, 8 pages, 2008
  2. Learning independent components on the orthogonal group of matrices by retractions
    Neural Processing Letters, vol. 25, no. 3, pp. 187–198, 2007
  3. The Hammersmith functional score correlates with the SMN2 copy number: A multicentric study
    Neuromuscular Disorders, vol. 17, no. 5, pp. 400–403, 2007
  4. Neural Systems with Numerically Matched Input-Output Statistic: Isotonic Bivariate Statistical Modeling
    Computational Intelligence and Neuroscience, vol. 2007, Article ID 71859, 23 pages, 2007
  5. Fixed-point neural independent component analysis algorithms on the orthogonal group
    Future Generation Computer Systems, vol. 22, no. 4, pp. 430–440, 2006
  6. Neural Systems with Numerically-Matched Input–Output Statistic: Variate Generation
    Neural Processing Letters, vol. 23, no. 2, pp. 143–170, 2006
  7. Blind equalisation of communication channels for equal energy sources: energy matching approach
    Electronics Letters, vol. 42, no. 4, p. 247, 2006
  8. Blind Adaptation of Stable Discrete-Time IIR Filters in State–Space Form
    IEEE Transactions on Signal Processing, vol. 54, no. 7, pp. 2596–2605, 2006
  9. Formulation and Integration of Learning Differential Equations on the Stiefel Manifold
    IEEE Transactions on Neural Networks, vol. 16, no. 6, pp. 1697–1701, 2005
  10. Geometrical methods in neural networks and learning
    Neurocomputing, vol. 67, pp. 1–7, 2005
  11. Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay
    Neural Computation, vol. 17, no. 4, pp. 779–838, 2005
  12. One-unit 'rigid-bodies' learning rule for principal/independent component analysis with application to ECT-NDE signal processing
    Neurocomputing, vol. 56, pp. 233–255, 2004
  13. Neural learning by geometric integration of reduced ?rigid-body? equations*1
    Journal of Computational and Applied Mathematics, vol. 172, no. 2, pp. 247–269, 2004
  14. Mechanical properties of polypropylene matrix composites reinforced with natural fibers: A statistical approach
    Polymer Composites, vol. 25, no. 1, pp. 26–36, 2004
  15. Fast Fixed-Point Neural Blind-Deconvolution Algorithm
    IEEE Transactions on Neural Networks, vol. 15, no. 2, pp. 455–459, 2004
  16. International Journal of Neural Systems, vol. 14, no. 5, p. 293, 2004
  17. Analysis of Modified “Bussgang” Algorithms (MBAs) for Channel Equalization
    IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, no. 8, pp. 1552–1560, 2004
  18. Extended hebbian learning for blind separation of complex-valued sources
    IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol. 50, no. 4, pp. 195–202, 2003
  19. Numerical modeling for the localization and the assessment of electromagnetic field sources
    IEEE Transactions on Magnetics, vol. 39, no. 3, pp. 1638–1641, 2003
  20. Nonsymmetric PDF estimation by artificial neurons: Application to statistical characterization of reinforced composites
    IEEE Transactions on Neural Networks, vol. 14, no. 4, pp. 959–962, 2003
  21. International Journal of Neural Systems, vol. 13, no. 5, p. 273, 2003
  22. An improved sequential method for principal component analysis*1
    Pattern Recognition Letters, vol. 24, no. 9-10, pp. 1409–1415, 2003
  23. Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing
    Neural Networks, vol. 16, no. 3-4, pp. 453–467, 2003
  24. Neural independent component analysis by 'maximum-mismatch' learning principle
    Neural Networks, vol. 16, no. 8, pp. 1201–1221, 2003
  25. Neural minor component analysis approach to robust constrained beamforming
    IEE Proceedings - Vision, Image, and Signal Processing, vol. 150, no. 4, p. 205, 2003
  26. A feasibility study for electromagnetic pollution monitoring by electromagnetic-source localization via neural independent component analysis
    Neurocomputing, vol. 55, no. 3-4, pp. 451–468, 2003
  27. Cost function adaptivity in bussgang filtering
    Electronics Letters, vol. 39, no. 6, p. 572, 2003
  28. Fully-multiplicative orthogonal-group ICA neural algorithm
    Electronics Letters, vol. 39, no. 24, p. 1737, 2003
  29. Closed-Form Expressions of Some Stochastic Adapting Equations for Nonlinear Adaptive Activation Function Neurons
    Neural Computation, vol. 15, no. 12, pp. 2909–2929, 2003
  30. Notes on Bell-Sejnowski PDF-Matching Neuron
    Neural Computation, vol. 14, no. 12, pp. 2847–2855, 2002
  31. Neural Processing Letters, vol. 15, no. 3, pp. 275–282, 2002
  32. Novel Nueral Network Feature Selection Procedure by Generalization Maximization with Application to Automatic Robot Guidance
    International Journal of Smart Engineering System Design, vol. 4, no. 2, pp. 91–106, 2002
  33. Blind intrinsically-stable 2-pole IIR filtering
    Electronics Letters, vol. 38, no. 23, p. 1482, 2002
  34. Information-theoretic learning for FAN network applied to eterokurtic component analysis
    IEE Proceedings - Vision, Image, and Signal Processing, vol. 149, no. 6, p. 347, 2002
  35. Hybrid independent component analysis by adaptive LUT activation function neurons
    Neural Networks, vol. 15, no. 1, pp. 85–94, 2002
  36. Blind deconvolution by simple adaptive activation function neuron
    Neurocomputing, vol. 48, no. 1-4, pp. 763–778, 2002
  37. International Journal of Neural Systems, vol. 12, no. 3 & 4, p. 219, 2002
  38. International Journal of Neural Systems, vol. 12, no. 5, p. 339, 2002
  39. A theory for learning based on rigid bodies dynamics
    IEEE Transactions on Neural Networks, vol. 13, no. 3, pp. 521–531, 2002
  40. On blind separation of complex-valued sources by extended Hebbian learning
    IEEE Signal Processing Letters, vol. 8, no. 8, pp. 217–220, 2001
  41. A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold
    Neural Computation, vol. 13, no. 7, pp. 1625–1647, 2001
  42. Image compression using principal component neural networks
    Image and Vision Computing, vol. 19, no. 9-10, pp. 649–668, 2001
  43. A contribution to (neuromorphic) blind deconvolution by flexible approximated Bayesian estimation
    Signal Processing, vol. 81, no. 10, pp. 2131–2153, 2001
  44. Neural Processing Letters, vol. 13, no. 1, pp. 31–42, 2001
  45. Neural Processing Letters, vol. 11, no. 3, pp. 209–218, 2000
  46. Weighted least-squares blind deconvolution of non-minimum phase systems
    IEE Proceedings - Vision, Image, and Signal Processing, vol. 147, no. 6, p. 557, 2000
  47. A general class of /spl psi/#x03C8;-APEX PCA neural algorithms
    IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 47, no. 9, pp. 1394–1397, 2000
  48. Blind signal processing by the adaptive activation function neurons
    Neural Networks, vol. 13, no. 6, pp. 597–611, 2000
  49. Blind separation of circularly distributed sources by neural extended APEX algorithm
    Neurocomputing, vol. 34, no. 1-4, pp. 239–252, 2000
  50. A review of artificial neural networks applications in microwave computer-aided design (invited article)
    International Journal of RF and Microwave Computer-Aided Engineering, vol. 9, no. 3, pp. 158–174, 1999
  51. Entropy optimization by the PFANN network: application to blind source separation
    Network: Computation in Neural Systems, vol. 10, no. 2, pp. 171–186, 1999
  52. Blind source separation by new M-WARP algorithm
    Electronics Letters, vol. 35, no. 4, p. 269, 1999
  53. Blind deconvolution by spectral weighted least-squares technique
    Electronics Letters, vol. 35, no. 10, p. 776, 1999
  54. ‘Mechanical’ neural learning for blind source separation
    Electronics Letters, vol. 35, no. 22, p. 1963, 1999