Monica Bianchini
Monica Bianchini
Associate Professor of Computer Science, University of Siena
Verified email at dii.unisi.it
TitleCited byYear
Inside pagerank
M Bianchini, M Gori, F Scarselli
ACM Transactions on Internet Technology (TOIT) 5 (1), 92-128, 2005
5472005
Learning without local minima in radial basis function networks
M Bianchini, P Frasconi, M Gori
IEEE transactions on neural networks 6 (3), 749-756, 1995
3501995
On the complexity of neural network classifiers: A comparison between shallow and deep architectures
M Bianchini, F Scarselli
IEEE transactions on neural networks and learning systems 25 (8), 1553-1565, 2014
2392014
On the problem of local minima in recurrent neural networks
M Bianchini, M Gori, M Maggini
IEEE Transactions on Neural Networks 5 (2), 167-177, 1994
681994
Learning in multilayered networks used as autoassociators
M Bianchini, P Frasconi, M Gori
IEEE Transactions on Neural Networks 6 (2), 512-515, 1995
671995
Recursive neural networks for processing graphs with labelled edges: Theory and applications
M Bianchini, M Maggini, L Sarti, F Scarselli
Neural Networks 18 (8), 1040-1050, 2005
502005
Handbook on neural information processing
M Bianchini, M Maggini
Springer, 2013
402013
Optimal learning in artificial neural networks: A review of theoretical results
M Bianchini, M Gori
Neurocomputing 13 (2-4), 313-346, 1996
391996
On the complexity of shallow and deep neural network classifiers.
M Bianchini, F Scarselli
ESANN, 2014
332014
Optimal algorithms for well-conditioned nonlinear systems of equations
N Bianchini, S Fanelli, M Gori
IEEE Transactions on Computers 50 (7), 689-698, 2001
312001
Recursive neural networks learn to localize faces
M Bianchini, M Maggini, L Sarti, F Scarselli
Pattern recognition letters 26 (12), 1885-1895, 2005
282005
Processing directed acyclic graphs with recursive neural networks
M Bianchini, M Gori, F Scarselli
IEEE Transactions on Neural Networks 12 (6), 1464-1470, 2001
282001
PageRank: A circuital analysis
M Bianchini, M Gori, F Scarselli
In Proceedings of the Eleventh International World Wide Web (WWW) Conference, 2002
252002
A neural network approach to similarity learning
S Melacci, L Sarti, M Maggini, M Bianchini
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 133-136, 2008
212008
Face spotting in color images using recursive neural networks
M Bianchini, P Mazzoni, L Sarti, F Scarselli
Proceedings of the 1st ANNPR Workshop, 2003
212003
Recursive neural networks for object detection
M Bianchini, M Maggini, L Sarti, F Scarselli
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
202004
PageRank and Web Communities.
M Bianchini, M Gori, F Scarselli
Web Intelligence, 365-371, 2003
182003
Theoretical properties of recursive neural networks with linear neurons
M Bianchini, M Gori
IEEE Transactions on Neural Networks 12 (5), 953-967, 2001
182001
Learning long-term dependencies using layered graph neural networks
N Bandinelli, M Bianchini, F Scarselli
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
162010
An eye detection system based on neural autoassociators
M Bianchini, L Sarti
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 244-252, 2006
162006
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