Main Recent Papers
S. Fanelli
"The solution of the 3x+1 problem"
(Preprint , Centro Vito Volterra , 382 , Ottobre 1999)
D. Bertaccini - S. Fanelli
"Computational and conditioning issues of a
discrete model for cochlear sensorineural hypoacusia"
(Applied Numerical Mathematics, 59, 1989-2001, 2009)
C. Di Fiore - S. Fanelli - P. Zellini
"Low complexity secant quasi-Newton
minimization algorithms for non convex functions"
(Journal of Computational and Applied Mathematics, 210, 167-174, 2007)
C. Di Fiore - S. Fanelli - P. Zellini
"On the best least square fit to a matrix and
its applications"
(Algebra and Algebraic Topology, Nova Science Publishers, Inc., 73-109 ,
2007)
C. Di Fiore - S. Fanelli - P. Zellini
"Low complexity minimization algorithms"
(Numerical Linear Algebra with Applications, 12 , 755-768 , 2005)
C. Di Fiore - S. Fanelli - P. Zellini
"An efficient generalization of Battiti-Shanno's
quasi-Newton algorithm for optimal learning in MLP-networks"
(ICONIP 2004 , Calcutta , 1 , 483-488 , 2004)
C. Di Fiore - S. Fanelli - F. Lepore - P. Zellini
"Matrix algebras in quasi-newton methods for
unconstrained minimization"
(Numerische Mathematik, 94 , 479-500 , 2003)
A. Bortoletti - C. Di Fiore - S. Fanelli - P. Zellini
"A new class of quasi-newtonian methods for
optimal learning in MLP-networks"
(IEEE Transactions on Neural Networks, 14 , 2 , 263-273 , 2003)
C. Di Fiore - S. Fanelli - P. Zellini
"Computational experiences of a novel
global algorithm for optimal learning in MLP-networks"
(ICONIP 2002 , Singapore , 1 , 317-321 , 2002)
C. Di Fiore - S. Fanelli - P. Zellini
"Optimisation strategies for nonconvex functions
and applications to neural networks"
(ICONIP 2001 , Shanghai , 1 , 453-458 , 2001)
M. Bianchini - S. Fanelli - M. Gori
"Optimal algorithms for well-conditioned
nonlinear
systems of equations"
(IEEE Transactions on Computers , (50) , 7 , 689-698 , 2001)
C. Di Fiore - S. Fanelli - P. Zellini
"Matrix algebras in quasi-newtonian algorithms for
optimal learning in multi-layer perceptrons"
(ICONIP'99 Workshop and Expo , Dunedin , 27-32 , 1999)
M. Bianchini - S. Fanelli - M. Gori
"An application of ELISA to perfect hashing with
deterministic ordering"
(ICONIP'98 , Kitakyushu , 2 , 1126-1129 , 1998)
M. Bianchini - S. Fanelli - M. Gori - M. Protasi
"Non-suspiciousness : a generalisation of
convexity in the frame of foundations of numerical analysis and
learning"
(IJCNN'98 , Anchorage , 2 , 1619-1623 , 1998)
S. Fanelli - P. Frasconi - M. Gori - M. Protasi
"Computational suspiciousness of learning in
artificial neural nets"
(Neural Nets WIRN'98 , Vietri , 9-15 , 1998)
M. Bianchini - S. Fanelli - M. Gori - M. Protasi
"Solving linear systems by a neural network
canonical form of efficient gradient descent"
(ICONIP' 97 , Dunedin , 1 , 531-534 , 1997)
M. Bianchini - S. Fanelli - M. Gori - M. Protasi
"Unimodal loading problems"
(MANNA: Models , Algorithms and Applications , 107-112 , Kluwer
Acad., 1997)
M. Bianchini - S. Fanelli - M. Gori - M. Maggini
"Terminal attractor algorithms : a critical
analysis"
(Neurocomputing , 15 , 3-13 , 1997)
S. Fanelli - P. Frasconi - M. Gori - M. Protasi
"Suspiciousness of loading problems"
(IEEE Int. Conf. on Neural Networks , Houston , 2 , 1240-1245 , 1997)
M. Bianchini - S. Fanelli - M. Gori - M. Protasi
"Terminal attractor algorithms and the class of
unimodal loading problems"
(IMACS , Berlin , 4 , 277-282 , 1997)
M. Di Martino - S. Fanelli - M. Protasi
"Exploring and comparing the best direct methods
for the efficient training of MLP-networks"
(IEEE Transactions on Neural Networks , (7) , 6 , 1497-1502 , 1996)
M. Bianchini - S. Fanelli - M. Gori - M. Maggini - M. Protasi
"A new heuristic global algorithm for automatic
speech recognition using recurrent neural networks"
(ICANN'95 , Paris , I , 601-605 , 1995)
S. Fanelli - F. Polito
"A network simulation model of railroad lines using Slamsystem"
(Atti della Conferenza ISCS ' 96 , 25-30 , 1996)
M. Di Martino - S. Fanelli - M. Protasi
"Computational experiences of new direct methods for the on-line
training of MLP-networks with binary outputs"
(ICANN'94 , Sorrento , I , 627-630 , 1994)
S. Fanelli - A. Manzo - M. Protasi
"On the application of the reduced gradient algorithm in a recurrent
neural network environment for automatic speech recognition"
(INNC'94 , Dublin , 55-60 , 1994)
S. Fanelli - P. Paparo - M. Protasi
"Improving performances of Battiti-Shanno's quasi newtonian algorithms
for learning in feed-forward neural networks"
(ANZIIS '94 , Brisbane , 115-119 , 1994 )
M. Di Martino - S. Fanelli - M. Protasi
"An efficient algorithm for the binary classification of patterns
using MLP-networks"
(IEEE Int. Conf. on Neural Networks , San Francisco , II , 936-943 ,
1993)
A. Di Medio - S. Fanelli - M. Protasi
"Off-line and on-line Back Propagation methods with various levels
of redundancy"
(SPIE Conf. on OE/Aerospace and Remote sensors , Orlando , V.1966 ,
296-302 , 1993)
M. Di Martino - S. Fanelli - M. Protasi
"A new improved on-line algorithm for multi-decisional problems
based on MLP-networks using a limited amount of information"
(IJCNN`93 , Nagoya , I , 617-620 ,1993)
S. Fanelli - E. Nicolo`
"Corrispondenze logiche tra nodi GERT e SLAM II"
(FUB , n. 6B03792 , 1992)
S. Fanelli - E. Nicolo`
"Modellizzazione e simulazione in tecnica Q-GERT di una rete di
metaprogetto per l`introduzione del remote banking"
(FUB , n. 6B05692 , 1992)
A. Di Medio - S. Fanelli - M. Protasi
"Is classical Back Propagation really inefficient?"
(IJCNN `92 , Beijing , II , 368-374 ,1992)
S. Fanelli - R. Lanuti - M. Protasi
"True steepest descent methods in MLP-networks"
(Neural Nets WIRN'91 , Vietri , 53-59 , 1991)
S. Fanelli
"Le tecniche reticolari stocastiche simulative dell`ultima generazione
nell`ambito dei Sistemi di Supporto alle Decisioni (DSS)"
(FUB , n. 6B3690 , 1990)
