Papers:

Pubblicazioni

(Per vederle ordinate con google scholar per numero di citazioni cliccare qui (aggiornamento nov 2008))

Pubblicazioni ISI ordinate per data:

1.			Title: Unsupervised neural analysis of very-long-period events at Stromboli volcano using the self-organizing maps Author(s): Esposito AM, Giudicepietro F, D'Auria L, S. Scarpetta et al. Source: BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA Volume: 98 Issue: 5 Pages: 2449-2459 Published: OCT 1 2008
2. i			Encoding and replay of Dynamic Attractors with Multiple Frequencies Authors: S. Scarpetta M. Yoshioka, M. Marinaro, Source: LECTURE NOTES IN COMPUTER SCIENCE Volume: 5286, pages 38-61, 2008 I
3. i		L. Pugliese, S. Scarpetta, F. Giacco, " An application of the Self Organizing Map algorithm to computer aided classification of Aster Multispectral data" Rivista italiana di Telerilevamento 40: 123-129, 2008 I
4.		Title: Learning of oscillatory correlated patterns in a cortical network by a STDP-based learning rule Author(s): Marinaro M, Scarpetta S, Yoshioka M Source: MATHEMATICAL BIOSCIENCES Volume: 207 Issue: 2 Pages: 322-335 Published: JUN 2007
5. .		Title: Spatiotemporal learning in analog neural networks using spike-timing-dependent synaptic plasticity Author(s): Yoshioka M, Scarpetta S, Marinaro M Source: PHYSICAL REVIEW E Volume: 75 Issue: 5 Article Number: 051917 Part: Part 1 Published: MAY 2007
6.		Anna Esposito, Antonietta M. Esposito, Flora Giudicepietro, Maria Marinaro and Silvia Scarpetta Models for Identifying Structures in the Data: A Performance Comparison Lecture Notes in Computer Science Volume 4694 pages 275-283, 2007
7.	i	M YOSHIOKA, SCARPETTA S., M. MARINARO. (2007). Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. LECTURE NOTES IN COMPUTER SCIENCE. vol. 4668/2007, pp. 757--766
8.		Title: Automatic discrimination among landslide, explosion-quake, and microtremor seismic signals at Stromboli volcano using neural networks Author(s): Esposito AM, Giudicepietro F, Scarpetta S, et al. Source: BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA Volume: 96 Issue: 4 Pages: 1230-1240 Published: AUG 2006
9.		Title: Nonlinear exploratory data analysis applied to seismic signals Author(s): Esposito AM, Scarpetta S, Giudicepietro F, et al. Source: NEURAL NETS Book Series: LECTURE NOTES IN COMPUTER SCIENCE Volume: 3931 Pages: 70-77 Published: 2006
10. .		Title: An application of neural and probabilistic unsupervised methods to environmental factor analysis of multi-spectral images Author(s): Pugliese L, Scarpetta S, Esposito A, et al. Source: IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS Book Series: LECTURE NOTES IN COMPUTER SCIENCE Volume: 3617 Pages: 1190-1197 Published: 2005
11. .		Title: A learning rule for place fields in a cortical model: Theta phase precession as a network effect Author(s): Scarpetta S, Marinaro M Source: HIPPOCAMPUS Volume: 15 Issue: 7 Pages: 979-989 Published: 2005 Cited: 6
12.		Title: Automatic classification of seismic signals at Mt. Vesuvius volcano, Italy, using neural networks Author(s): Scarpetta S, Giudicepietro F, Ezin EC, et al. Source: BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA Volume: 95 Issue: 1 Pages: 185-196 Published: FEB 2005 Cited: 11
13.		Title: Effects of noise in a cortical neural model Author(s): Marinaro M, Scarpetta S Source: PHYSICAL REVIEW E Volume: 70 Issue: 4 Article Number: 041909 Part: Part 1 Published: OCT 2004
14. .		Title: Noise induces synchronous and phase-locked oscillations in a cortical model Author(s): Marinaro M, Scarpetta S Source: NEUROCOMPUTING Volume: 58 Pages: 279-284 Published: JUN 2004
15. .		Title: Mathematical analysis and simulations of the neural circuit for locomotion in lampreys Author(s): Zhaoping L, Lewis A, Scarpetta S Source: PHYSICAL REVIEW LETTERS Volume: 92 Issue: 19 Article Number: 198106 Published: MAY 14 2004
16. .		Title: Automatic discrimination of earthquakes and false events in seismological recording for volcanic monitoring Author(s): Ezin EC, Giudicepietro F, Petrosino S, et al. Source: NEURAL NETS Book Series: LECTURE NOTES IN COMPUTER SCIENCE Volume: 2486 Pages: 140-145 Published: 2002
17. .		Title: Supervised and unsupervised analysis applied to Strombolian EQ Author(s): Avossa C, Giudicepietro F, Marinaro M, et al. Source: NEURAL NETS Book Series: LECTURE NOTES IN COMPUTER SCIENCE Volume: 2859 Pages: 173-178 Published: 2003
18.		Title: Modeling of spontaneous synchronized periodic activity observed in in vitro networks Author(s): Marinaro M, Scarpetta S Source: NEUROCOMPUTING Volume: 52-4 Pages: 89-95 Published: JUN 2003
19. .		Title: Learning in an oscillatory cortical model Author(s): Scarpetta S, Li ZP, Hertz J Source: FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY Volume: 11 Pages: 291-300 Supplement: Suppl. S Published: FEB 2003
20. .		Title: Discrimination of earthquakes and underwater explosions using neural networks Author(s): Del Pezzo E, Esposito A, Giudicepietro F, et al. Source: BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA Volume: 93 Issue: 1 Pages: 215-223 Published: FEB 2003 Cited: 8
21. .		Title: Noise induces spontaneous synchronous aperiodic activity in EI neural networks Author(s): Marinaro M, Scarpetta S Source: ARTIFICIAL NEURAL NETWORKS - ICANN 2002 Book Series: LECTURE NOTES IN COMPUTER SCIENCE Volume: 2415 Pages: 39-44 Published: 2002
22. .		Title: Hebbian imprinting and retrieval in oscillatory neural networks Author(s): Scarpetta S, Zhaoping L, Hertz J Source: NEURAL COMPUTATION Volume: 14 Issue: 10 Pages: 2371-2396 Published: OCT 2002 Cited: 10
23. .		Title: Finding hidden events in astrophysical data using PCA and Mixture of Gaussians clustering Author(s): Funaro M, Marinaro M, Petrosino A, et al. Source: PATTERN ANALYSIS AND APPLICATIONS Volume: 5 Issue: 1 Pages: 15-22 Published: 2002
24. .		Title: On-line learning in RBF neural networks: a stochastic approach Author(s): Marinaro M, Scarpetta S Source: NEURAL NETWORKS Volume: 13 Issue: 7 Pages: 719-729 Published: SEP 2000
25. .		Title: Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm Author(s): Esposito A, Marinaro M, Oricchio D, et al. Source: NEURAL NETWORKS Volume: 13 Issue: 6 Pages: 651-665 Published: JUL 2000 Cited: 22
26. .		Title: On-line learning of unrealizable tasks Author(s): Scarpetta S, Saad D Source: PHYSICAL REVIEW E Volume: 60 Issue: 5 Pages: 5902-5911 Part: Part B Published: NOV 1999
27. .		Title: Matrix momentum for practical natural gradient learning Author(s): Scarpetta S, Rattray M, Saad D Source: JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL Volume: 32 Issue: 22 Pages: 4047-4059 Published: JUN 4 1999
28. .		Title: Glassy behavior of the site frustrated percolation model Author(s): Scarpetta S, deCandia A, Coniglio A Source: PHYSICAL REVIEW E Volume: 55 Issue: 5 Pages: 4943-4950 Part: Part A Published: MAY 1997 Cited: 18

LIBRI

28) Computational Neuroscience: Cortical Dynamics
8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures
Series: Lecture Notes in Computer Science, Vol. 3146
Érdi, Peter; Esposito Anna; Marinaro, M.; Scarpetta Silvia (Eds.)
2004, XI, 161 p.
ISBN: 3-540-22566-8
Online version available

29) “Dynamic Brain - from Neural Spikes to Bahaviors” Editors: Maria Marinaro Yoko Yamaguchi Silvia Scarpetta, LNCS 5286, anno 2008

ISBN: 978-3-540-88852-9 Dynamic Brain - from Neural Spikes to Behaviors

Principali presentazioni a conferenze con proceedings

(per i pdf di alcuni proceedings vedi anche http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/s/Scarpetta:Silvia.html )

F. Giacco, M. Marinaro, S. Scarpetta, L. Pugliese Neural nets classification techniques for the tutelage of cultural and natural resources

Proceedings of the 27th International EARSeL Simposyum "Geoinformation in Europe" 2007 pag 643 -648

- Bolzano 4 – 7 giugno 2007, M. Gomarasca (Editor), Millpress Science Publishers , Rotterdam, Netherlands

A. M. Esposito, F. Giudicepietro, L. D'Auria, S. Scarpetta, M.
Martini, M. Marinaro, M.
Coltelli (2007) - Automatic Analysis of VLP Seismic Signals by using
Unsupervised
Neural Network. Poster in the Session "New Developments in Semi-automatic and
Fully-automatic Tools in Seismic Data Analysis" of the 2007 SSA Annual Meeting,
11-13 April 2007, Big Island, Hawaii.

F. Giudicepietro, A. M. Esposito, S. Scarpetta, L. D'Auria, M.
Marinaro, M. Martini (2006) -
Discrimination among Landslide, Explosion-Quake and Volcanic Microtremor
Seismic Signals at Stromboli Volcano. Poster Sessions in Cities on Volcanoes 4
Conference (COV4) - SYMPOSIUM IV, SESSION B: VOLCANO MONITORING - January
23-27 2006, Quito.
F. Giudicepietro, A. M. Esposito, L. D'Auria, M. Martini, S.
Scarpetta, M. Marinaro (2007) -
Neural Analysis for Automatic Classification of Seismic Data:
Applications to the
Seismicity of Italian Volcanoes. Abstract in the Session "New Developments in Semiautomatic
and Fully-automatic Tools in Seismic Data Analysis" of the 2007 SSA
Annual Meeting, 11-13 April 2007, Big Island, Hawaii.

Pugliese Scarpetta Marinaro et al. Integrated Technologies for the Reconstruction of the Ancient Landscape of
Poseidonia-Paestum British Archaeological Reports BAR International Series n.1568, pag 475 – 479 2006.

Titolo del Volume: From Space To Place: Proceedings of the 2nd International Conference on Remote Sensing in Archaeology

Editori: Stefano Campana, Maurizio Forte

CONFERENZA CISI Conferenza Italiana Sistemi Intelligenti Ancona Settembre 2006
Maria Marinaro, Luca Pugliese, Silvia Scarpetta, Anna Esposito
Titolo talk: Environmental Factor Analysis of Ikonos Multi Spectral Satellite Images in the Paestum Area in Italy using Neural Maps,
Proceedings raccolti e distribuiti in un CD

Application of Self Organized Maps and Curvilinear Components Analysis to the Discrimination of Vesuvio’s Seismic Signals. Stefano Masiello, Antonietta M. Esposito Silvia Scarpetta, Flora Giudicepietro, Anna Esposito, Maria Marinaro In Proceedings of the
International Workshop on Self Organizing Maps WSOM2005, Paris, France, pp. 387-396, 5-8
September 2005.

M.Marinaro S. Scarpetta, 'Noise induces spontaneous synchronous oscillations' , Proceedings of ICANN2002

M.Marinaro S. Scarpetta , 'Modeling of Spontaneous Bursting activity .. ' in the volume "From Synapses to Rules", Edited by B. Apolloni e F. Kurfess, Kluwer Academic Publisher, 2002

Silvia Scarpetta, Zhaoping Li and John Hertz, CONFERENZA NIPS2001

`Spike-Timing-dependent Learning for Oscillatory Networks'', Advances in Neural Information Processing Systems 13, p. 152-158, MIT press (2001).

Silvia Scarpetta, Zhaoping Li, John Hertz, Conferenza Sistemi Disordinati parigi

`Learning in an oscillatory cortical model'', Scaling and Disordered Systems, Eds. F. Family H Hermann and Eugene Stanley, ISBN 981-92-4838-5, World Scientific, 2002.

Esposito, R. Falanga, M. Funaro, M. Marinaro, S. Scarpetta, "Signals Classification using Neural Networks", Proceedings of the 12th Italian Workshop on Neural Nets, Marinaro e Tagliaferri (Eds) 2001

Maria Marinaro e Silvia Scarpetta `Dynamics of on line learning in radial basis function neural networks', Proc. of WIRN'99, Springer Verlag, London (1999).

Silvia Scarpetta, Magnus Rattray, David Saad, `Natual Gradient Matrix Momentum', Proc. of the Int. Conf. on Artificial Neural Networks, ed Niklasson, Bododen and Ziemke, Springer Verlag, London (1999).

Anna Esposito, Maria Marinaro, Silvia Scarpetta, `An incremental local Radial Basis Function Network', Proc. of ESANN98, pag. 21-26, M. Verleysen Eds., D-Facto publications, Bruxelles, Belgium (1998).

Anna Esposito, Maria Marinaro, Domenico Oricchio, Silvia Scarpetta, `A new incremental strategy for function approximation by Radial Basis Function Neural Network', Proc. of WIRN' 98, Springer Verlag, London, (1998).

Highlights

STDP S.S. Z.Li and J.Hertz Neural Computation2002

Noise and synchronous neural dynamics

BOOK:

Computational Neuroscience: Cortical Dynamics
8th International Summer School on Neural Nets, Erice, Italy, October 31 - November 6, 2003 Revised Lectures
Series: Lecture Notes in Computer Science, Vol. 3146
Érdi, P.; Esposito, A.; Marinaro, M.; Scarpetta, S. (Eds.)
2004, XI, 161 p.
ISBN: 3-540-22566-8
Online version available

“Dynamic Brain - from Neural Spike sto Bahaviors” Editors: Maria Marinaro Yoko Yamaguchi Silvia Scarpetta, LNCS 5286, anno 2008 ISBN: 978-3-540-88852-9

Dynamic Brain - from Neural Spikes to Behaviors

12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures

Marinaro, Maria; Scarpetta, Silvia; Yamaguchi, Yoko (Eds.)

2008, VIII, 143 p., Softcover

ISBN: 978-3-540-88852-9

Online version available

Online orders shipping within 2-3 days.

http://www.springerlink.com/content/k860784uq532/