Selected publications
 
 

Selected journal papers

[120] Mirko Solazzi and Aurelio Uncini, “Spline Neural Networks for Blind Separation of Post-Nonlinear-Linear Mixtures”, IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications, Vol. 51 , No. 4, pp 817 – 829, April 2004.

[119] Daniele Vigliano and Aurelio Uncini, “’Mirror model’ gives separation of convolutive mixing of PNL mixtures”, IEE Electronics Letters, Vol. 40, No. 7 , 6, pp 454-455,1st April 2004.

[118] Mirko Solazzi and Aurelio Uncini, “Regularising Neural Networks Using Flexible Multivariate Activation Function”, Neural Networks, Vol. 17, No. 2, pp 247-260, March 2004.

[116] Daniele Vigliano and Aurelio Uncini, “A Novel Flexible ICA solution for Non Linear Blind Source Separation  Problem”,  IEE Electronics Letters  ,Vol. 39 ,No. 22, pp.1616-1617, 30 Oct. 2003

[115] Aurelio Uncini, “Audio Signal Processing by Neural Networks”,  Neurocomputing, Vol.55, Issue 3-4, pp 593-625, Oct. 2003.

[111]   Aurelio Uncini and Francesco Piazza, Blind signal processing by complex domain adaptive spline neural networks”, Neural Networks, IEEE Transactions on , Volume: 14 Issue: 2 ,pp. 399-412, Mar. 2003.

[110] Giovanni Costantini and Aurelio Uncini,  Real-time Acoustic Room Response Simulation by an IIR Adaptive  Filter”, IEE Electronics Letters, Volume: 39 Issue: 3 , 6, Page(s): 330 -332, Feb 2003.

[109]  Luca Ianelli and Aurelio Uncini,Learning of physical-like sound synthesis models by adaptive spline recurrent neural networks”, IEE Electronics Letters , Volume: 38, Issue: 14, pp. 724 –725, 4  July 2002. 

[101]   Gianandrea Cocchi and Aurelio Uncini, “Subbands Neural Networks Prediction for On-line Audio Signal Recovery”, IEEE Trans. on Neural Networks special issue on Neural Networks for Multimedia Applications, Volume: 13, Issue: 4, pp. 867 -876, Jul 2002.

[100]   Mirko Solazzi, Aurelio Uncini, Elio D. Di Claudio, and Raffaele Parisi,Complex Discriminative Learning Bayesian Neural Equalizer”, Signal Processing, 81 (12), pp. 2493-2502, (2001).

[90]  Stefano Traferro and Aurelio Uncini, "Power-of-Two Adaptive Filters Using Tabu Search", IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, Vol. 47, No. 6, June 2000.

[89]  Paolo Campolucci, Aurelio Uncini and Francesco Piazza, "A Signal-Flow-Graph Approach to On-line Gradient Calculation", Neural Computation,  Vol. 12, PP. 1901–1927, August 2000.

[80]  Paolo Campolucci, Aurelio Uncini, Francesco Piazza, Bhaskar D. Rao, "On-Line Learning Algorithms for Locally Recurrent Neural Networks", IEEE Trans. on Neural Network, Vol. 10, No. 2, pp.253-271 March 1999.

[79]  Aurelio Uncini, Lorenzo Vecci, Paolo Campolucci and Francesco Piazza, "Complex-valued Neural Networks with Adaptive Spline Activation Function for Digital Radio Links Nonlinear Equalization", IEEE Trans. on Signal Processing, Vol. 47, No. 2, February 1999.

[78]   Stefano Guarnieri, Francesco Piazza and Aurelio Uncini, "Multilayer Feedforward Networks with AdaptiveSpline Activation Function", IEEE Trans. On Neural Network, Vol. 10, No. 3, pp.672-683, May 1999.

[68]  Lorenzo Vecci, Francesco Piazza, Aurelio Uncini, "Learning and Approximation Capabilities of Adaptive Spline Activation Function Neural Networks", Neural Networks, Vol.11, No.2, pp 259-270, March 1998.

[58]  N. Benvenuto, F. Piazza, A. Uncini, M. Visintin, "Generalized backpropagation algorithm for training a data predistorter with memory in radio systems", IEE Electronics Letters, Vol. 32, No. 20, pp. 1925-1926, Sept. 1996.

[55]   M. Marchesi, F. Piazza, A. Uncini, "Backpropagation without Multiplier for Multilayer Neural Networks", IEE Proc. Circuits, Devices and Systems,Vol. 143, N. 4, pp 229-232, August 1996.

[36]   M. Marchesi, G. Orlandi, F. Piazza, A. Uncini, "Linear data-driven architectures implementing neural network models", International Journal of Neural Networks, Vol. 3, No. 3 Dec 1992.

[34]   M. Marchesi, G. Orlandi, F. Piazza, A. Uncini, "Fast neural networks without multipliers", IEEE Transactions on Neural Networks, Vol.4, No.1, January 1993.

[26]  N. Benvenuto, M. Marchesi, A. Uncini, "Application of Simulated Annealing for the Design of Special Digital Filters", IEEE Transactions on Signal Processing, VOL 40, No.2, February 92.
 

Selected conferences papers

 
[108]  Celani A., Bartoloni S., Uncini A., Piazza F., ”A multirate approach to multichannel blind deconvolution”, Circuits and Systems, 2002 IEEE International Symposium on , Volume: 1, pp. 677–680, 2002. 

[107]  Aurelio Uncini, Andrea Nalin and Raffaele Parisi, “ACOUSTIC ECHO CANCELLATION IN THE PRESENCE OF DISTORTING LOUDSPEAKERS”, Proc. of European Signal Processing Conference, Eusipco2002. Sept. 2002.

[106]  Aurelio Uncini, “Sound Synthesis by Flexible Activation Function Recurrent Neural Networks”, Proc. of "Italian Workshop on Neural Networks (WIRN02)", Vietri Sul Mare (Salerno), Springer-Verlag Ed., May 2002.

[105]  Lorenzo Topi, Raffaele Parisi and Aurelio Uncini, “Spline Recurrent Neural Networks for Quad-Tree Video Coding”, Proc. of "Italian Workshop on Neural Networks (WIRN02)", Vietri Sul Mare (Salerno), Springer-Verlag Ed., May 2002

[103]  Fabio Milani, Mirko Solazzi and Aurelio Uncini, “BLIND SOURCE SEPARATION OF CONVOLUTIVE NONLINEAR MIXTURES BY FLEXIBLE SPLINE NONLINEAR FUNCTIONS”, Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP’02, Orlando, USA, May , 2002.

[97]  Mirko Solazzi, Francesco Piazza and Aurelio Uncini,NONLINEAR BLIND SOURCE SEPARATION BY SPLINE NEURAL NETWORKS”, Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP’01, Salt Lake City, USA, May 2001.

[93]  Andrea Pierani, Francesco Piazza, Mirko Solazzi and Aurelio Uncini, "Low Complexity Adaptive Non-Linear Function for Blind Signal Separation" IEEE-INNS-ENNS International Joint Conference on Neural Networks IJCNN2000, Como, Italy, 24-27 July 2000. 

[91]  Mirko Solazzi, Francesco Piazza and Aurelio Uncini, "Neural Equalizer with Adaptive Multidimensional Spline Activation Functions" Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP’00, Istanbul, Turkey, June 5-9, 2000.

[88]  Mirko Solazzi, Aurelio Uncini, "On-line Quality Control of DC Permanent Magnet Motor using Neural Networks", Proc. of "Italian Workshop on Neural Networks (WIRN99)", Vietri Sul Mare (Salerno), Springer-Verlag Ed., May 1999.

[86]  Simone Fiori, Aurelio Uncini , Francesco Piazza, "Blind Deconvolution by Modified Bussgang Algorithm", Proc. of IEEE Int. Conference Circuits and Systems. ISCAS, Orlando, FL-USA, June 1999.

[85]  Simone Fiori, Aurelio Uncini , Francesco Piazza, "Neural Blind Separation of Complex Sources by Extended APEX Algorithm (EAPEX)", Proc. of IEEE Int. Conference Circuits and Systems. ISCAS, Orlando, FL-USA, June 1999.

[84]  Aurelio Uncini, Francesco Gobbi, Francesco Piazza, "Frequency Recovery of Narrow-band Speech Using Adaptive Spline Neural Networks", Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP'99, Phoenix-AR, USA, March 13-19, 1999.

[83]  Mirko Solazzi, Aurelio Uncini, Elio D. Di Claudio, and Raffaele Parisi, "Complex Discriminative Learning Bayesian Neural Equalizer", Proc. of IEEE Int. Conference Circuits and Systems. ISCAS, Orlando, FL-USA, June 1999.

[81] Stefano Traferro, Fulvio Capparelli, Francesco Piazza and Aurelio Uncini, "Efficient Allocation of Power-of-Two Terms in FIR Digital Filters Design Using Tabu Search", IEEE ISCAS'99, International Symposium on Circuits and Systems, Orlando, Florida, May 30-June 2, 1999.

[75] Simone Fiori and Aurelio Uncini, "A Unified Approach to Laterally-Connected Neural Nets", Proc. of European Conferebce on Signal Processing EUSIPCO-98, Rhodes, Greece, pp. 379-382, September 1998.

[73]  S. Fiori, A. Uncini, F. Piazza, "A New Class of APEX-Like PCA Algorithms", Proc. of ISCAS-98, IEEE Int. Symposium on Circuit and Systems, Monterey (USA), June 1998.

[72] P. Campolucci, M. Simonetti, A. Uncini, F. Piazza, "New Second-Order Algorithms for Recurrent Neural Networks Based on Conjugate Gradient", Proc. of International Joint Conference on Neural Networks IJCNN'98, Anchorage (Alaska), pp. 384-389, May 1998

[69]  Simone Fiori, Aurelio Uncini, Francesco Piazza, "Neural Learning and Weigth Flow on Stiefel Manifold", Proc. Proc. of "Italian Workshop on Neural Networks (WIRN98)", Vietri Sul Mare (Salerno), Springer-Verlag Ed., May 1998.

[67] Simone Fiori, Aurelio Uncini, Francesco Piazza, "Application of the MEC Network to Principal Component Analysis and Source Separation", IEEE Int. Conference on Artificial Neural Network, ICANN'97, Lausanne, Switzerland, pp. 571-582, October, 1997.

[62]  Simone Fiori, Paolo Campolucci , Aurelio Uncini, Francesco Piazza, "A New Unsupervised Neural Learning Rule for Orthonormal Signal Processing", Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP'97, Munich, Germany, pp. 3349-3352, April 21-24, 1997.

[61]  Paolo Campolucci, Simone Fiori, Aurelio Uncini, Francesco Piazza, "A New IIR-MLP Learning Algorithm for On-Line Signal Processing", Proc. of IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP'97, Munich, Germany, pp. 3293-3296, April 21-24, 1997.

[57]  A. Santilli, A. Uncini, F. Piazza, "Split-Band LD-CELP Wideband Speech Coding at 24Kbit/s", Proc. of EUSIPCO’96, VIII European Signal Processing Conference, 10-13 Sept. 1996.

[56]  F. Piazza, S. Smerilli, A. Uncini, M. Griffo, R. Zunino, "Fast Spline Neural Networks for Image Compression", Proc. of "IX Italian Workshop on Parallel Architectures and Neural Networks", Vietri Sul Mare (Salerno), Springer-Verlag Ed., May 1996.

[53]  S. Sarghini, F. Piazza, A. Uncini, "Sub-Band IIR Acoustic Echo Canceller", IEEE Melecon'96, Bari, Italy, May 1996.

[51]  F. Filippetti, A.Uncini, F. Piazza, P. Campolucci, C. Tassoni, G. Franceschini, "Neural Network Architectures for Fault Diagnosis and Parameter Recognition in Induction Machines", IEEE Melecon'96, Bari, Italy, May 1996.

[48]  P. Gentili, F. Piazza, A. Uncini, "Improved Power-of-Two Sharpening Filter Design by Genetic Algorithm", IEEE Int. Conference on Acoustic Speech and Signal Processing, ICASSP'96, Atlanta, USA, 7-10 May 1996.

[47]  P. Campolucci, F. Piazza, A. Uncini, "On-line algorithms for neural networks with IIR synapses", IEEE Int. Conf. on Neural Networks ICNN-95, Perth, Australia, Dec. 1995.

[45]  P. Gentili, F. Piazza, A. Uncini, "Efficient Genetic Algorithm Design for Power-of-Two FIR Filter", IEEE Int. Conference on Acoustic Speech and Signal Processing, Detroit, USA, May 1995.

[42]  P. Gentili, F. Piazza, A. Uncini, "Evolutionary Design of FIR Digital Filters with Power-of-Two Coefficients", IEEE International Conference on Evolutionary Computation, Orlando, Florida, Vol. I, pp. 110-114, June 27-June 29 1, 1994.

[41]  A. Massetani, F. Piazza, A. Uncini, "Efficient DOA Estimation By a Specefic SVD Algorithm", Proc. of ISCAS-94, IEEE Int. Symposium on Circuit and Systems,Vol.2, pp.389-392, Londra, May 30 June 2, 1994.

[40]  F. Piazza, A. Uncini, M. Zenobi, "Neural Networks with Digital LUT Activation Function", Proc. of IJCNN '93 International Joint Conference on Neural Networks, Nagoya (Japan), pp. 1401-1405,October 1993.

[39]  F. Piazza, A. Uncini, M. Zenobi, "Neural Network Complexity Reduction Using Adaptive Polynomial Activation Function", Proc. of ICANN'93 IEEE International Conference on Artificial Neural Networks, Amsterdam, pp. 452-455, Sept. 1993.

[37]  N. Benvenuto, F. Piazza, A. Uncini, "A Neural Network Approach to Data Predistortion with Memory in Digital Radio Systems", Proc. of ICC'93 International Conference on Comunication , Geneve, pp. 232-236, May 1993.

[35]  F. Piazza, A. Uncini, M. Zenobi,"Artificial Neural Networks with Adaptive Polynomial Activation Function", Proc. of IJCNN IEEE International Joint Conference on Neural Networks, Beijing, China, Vol. II, pp.343-348, Nov. 1992.

[28]  E.D. Di Claudio, G. Orlandi, F. Piazza, A. Uncini, "An improved LS algorithm for the estimation of an impulsive noise corrupted signal by linear programming technique", Proc. of ISCAS-91, IEEE Int. Symposium on Circuit and Systems Singapore, pp. 714-718, June 1991.

[27]  M. Marchesi, G. Orlandi, F. Piazza, A. Uncini, "Neural networks with self-adaptive topology", Proc. of ISCAS-91, IEEE Int. Symposium on Circuit and Systems, Singapore, pp. 2498-2501, June 1991.

[25]  E.D. Di Claudio, G. Orlandi, F. Piazza, A. Uncini, "Optimal Weighted AR Estimation in Presence of Impulsive Noise", IEEE Int. Conference on Acoustic Speech and Signal Processing, Toronto, Canada, pp. 3149-3152, May 1991.

[24]  N. Benvenuto, M. Marchesi, F. Piazza, A. Uncini, "Non Linear Satellite Radio Links Equalized Using Blind Neural Networks", IEEE Int. Conference on Acoustic Speech and Signal Processing, Toronto, Canada, pp. 1521-1524, May 1991.

[20]  V. Macellari, P. Mancini, A. Santoni, A. Uncini, "On the Implementation of Electrode-Body Impedance Monitoring During Signal Detection", Eleventh International Symposium on Biotelemetry, Yokoama, Aug. 29-Sept. 4, 1990.

[14]  F. Piazza, M. Marchesi, G. Orlandi, A. Uncini, "Coarse-Grained Processor Array Implementing the Multilayer Neural Networks Model", Proc. of ISCAS-90 IEEE Int. Symposium on Circuit and Systems, New Orleans (LA-USA), pp 2963-2966, May 1990.

[12]  A. Uncini, M. Marchesi, G. Orlandi, F. Piazza, "An Adaptive Neural Network Filter for Evoked Potential", Proc. of ISCAS-90 IEEE Int. Symposium on Circuit and Systems, New Orleans (USA), pp 1086-1089, May 1990.

[10]  G. Orlandi, F. Piazza, A. Uncini, "An efficient ARMA model estimator", Proc. of Sixth International Symposium on Networks, Systems and Signals Processing, Zagreb (Yugoslavia), July 1989