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Journal Articles
- 2021
[j11]Matteo Laffranchi, Stefano D'Angella, Christian Vassallo, Chiara Piezzo, Michele Canepa, Samuele De Giuseppe, Mirco Di Salvo, Antonio Succi, Samuele Cappa, Giulio Cerruti, Silvia Scarpetta, Lorenzo Cavallaro, Nicoló Boccardo
, Maria Laura D'Angelo, Claudia Marchese, Jody A. Saglia, Eleonora Guanziroli, Giacinto Barresi, Marianna Semprini, Simone Traverso, Stefano Maludrottu, Franco Molteni, Rinaldo Sacchetti, Emanuele Gruppioni, Lorenzo De Michieli:
User-Centered Design and Development of the Modular TWIN Lower Limb Exoskeleton. Frontiers Neurorobotics 15: 709731 (2021)- [j10]Ilenia Apicella, Daniel Maria Busiello, Silvia Scarpetta, Samir Suweis:
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions. Neurocomputing 461: 716-726 (2021) - 2013
- [j9]Silvia Scarpetta, Ferdinando Giacco, Fabrizio Lombardi, Antonio de Candia:
Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation. Biosyst. 112(3): 258-264 (2013) - [j8]Silvia Scarpetta, Ferdinando Giacco:
Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks. J. Comput. Neurosci. 34(2): 319-336 (2013) - 2010
- [j7]Ferdinando Giacco, Christian Thiel, Luca Pugliese, Silvia Scarpetta, Maria Marinaro:
Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs. IEEE Trans. Geosci. Remote. Sens. 48(10): 3769-3779 (2010) - 2004
- [j6]Maria Marinaro, Silvia Scarpetta:
Noise induces synchronous and phase-locked oscillations in a cortical model. Neurocomputing 58-60: 279-284 (2004) - 2003
- [j5]Maria Marinaro, Silvia Scarpetta:
Modeling of spontaneous synchronized periodic activity observed in in vitro networks. Neurocomputing 52-54: 89-95 (2003) - 2002
- [j4]Silvia Scarpetta, Zhaoping Li, John A. Hertz:
Hebbian Imprinting and Retrieval in Oscillatory Neural Networks. Neural Comput. 14(10): 2371-2396 (2002) - [j3]Maria Funaro, Maria Marinaro, Alfredo Petrosino, Silvia Scarpetta:
Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering. Pattern Anal. Appl. 5(1): 15-22 (2002) - 2000
- [j2]Anna Esposito, Maria Marinaro, Domenico Oricchio, Silvia Scarpetta:
Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm. Neural Networks 13(6): 651-665 (2000) - [j1]Maria Marinaro, Silvia Scarpetta:
On-line learning in RBF neural networks: a stochastic approach. Neural Networks 13(7): 719-729 (2000)
Conference and Workshop Papers
- 2013
- [c19]Silvia Scarpetta, Antonio de Candia:
Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network. WIRN 2013: 125-131 - [c18]Luca Pugliese, Silvia Scarpetta:
An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale. WIRN 2013: 155-162 - 2011
- [c17]Ferdinando Giacco, Silvia Scarpetta:
Attractor networks and memory replay of phase coded spike patterns. WIRN 2011: 265-274 - 2010
- [c16]Ferdinando Giacco, Stefania Colella, Luca Pugliese, Silvia Scarpetta:
Application of Self Organizing Maps to multi-temporal and multi-spectral satellite images: classification and change detection. WIRN 2010: 115-124 - [c15]Silvia Scarpetta, Antonio de Candia, Ferdinando Giacco:
Dynamics and storage capacity of neural networks with small-world topology. WIRN 2010: 218-226 - 2009
- [c14]Ferdinando Giacco, Antonietta Maria Esposito, Silvia Scarpetta, Flora Giudicepietro, Maria Marinaro:
Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano. WIRN 2009: 116-123 - [c13]Silvia Scarpetta, Ferdinando Giacco, Maria Marinaro:
Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. WIRN 2009: 247-260 - 2008
- [c12]Ferdinando Giacco, Silvia Scarpetta, Luca Pugliese, Maria Marinaro, Christian Thiel:
Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images. WIRN 2008: 245-253 - 2007
- [c11]Masahiko Yoshioka, Silvia Scarpetta, Maria Marinaro:
Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. ICANN (1) 2007: 757-766 - [c10]Anna Esposito, Antonietta Maria Esposito, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta:
Models for Identifying Structures in the Data: A Performance Comparison. KES (3) 2007: 275-283 - [c9]Silvia Scarpetta, Masahiko Yoshioka, Maria Marinaro:
Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule. Summer School on Neural Networks 2007: 38-60 - 2005
- [c8]Luca Pugliese, Silvia Scarpetta, Anna Esposito, Maria Marinaro:
An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images. ICIAP 2005: 1190-1197 - [c7]Antonietta Maria Esposito, Silvia Scarpetta, Flora Giudicepietro, Stefano Masiello, Luca Pugliese, Anna Esposito:
Nonlinear Exploratory Data Analysis Applied to Seismic Signals. WIRN/NAIS 2005: 70-77 - 2003
- [c6]Cinzia Avossa, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta:
Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. WIRN 2003: 173-178 - 2002
- [c5]Maria Marinaro, Silvia Scarpetta:
Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. ICANN 2002: 39-44 - [c4]Eugène C. Ezin, Flora Giudicepietro, Simona Petrosino, Silvia Scarpetta, Amalia Vanacore:
Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring. WIRN 2002: 140-145 - 2001
- [c3]Anna Esposito, Mariarosaria Falanga, Maria Funaro, Maria Marinaro, Silvia Scarpetta:
Signal classification using Neural Networks. WIRN 2001: 187-192 - 2000
- [c2]Silvia Scarpetta, Zhaoping Li, John A. Hertz:
Spike-Timing-Dependent Learning for Oscillatory Networks. NIPS 2000: 152-158 - 1998
- [c1]Anna Esposito, Maria Marinaro, Silvia Scarpetta:
An incremental local radial basis function network. ESANN 1998: 21-26
Parts in Books or Collections
- 2018
- [p3]Antonietta Maria Esposito, Flora Giudicepietro, Silvia Scarpetta, Sumegha Khilnani:
A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano. Multidisciplinary Approaches to Neural Computing 2018: 11-21 - [p2]Ilenia Apicella, Silvia Scarpetta, Antonio de Candia:
Cortical Phase Transitions as an Effect of Topology of Neural Network. Multidisciplinary Approaches to Neural Computing 2018: 85-96 - 2016
- [p1]Ilenia Apicella, Silvia Scarpetta, Antonio de Candia:
Structured Versus Shuffled Connectivity in Cortical Dynamics. Advances in Neural Networks 2016: 323-331
Editorship
- 2008
- [e2]Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi:
Dynamic Brain - from Neural Spikes to Behaviors, 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures. Lecture Notes in Computer Science 5286, Springer 2008, ISBN 978-3-540-88852-9 [contents] - 2004
- [e1]Péter Érdi, Anna Esposito, Maria Marinaro, Silvia Scarpetta:
Computational Neuroscience: Cortical Dynamics, 8th International Summer School on Neural Nets, Erice, Italy, October 31-November 6, 2003, Revised Lectures. Lecture Notes in Computer Science 3146, Springer 2004, ISBN 3-540-22566-8 [contents]
Informal and Other Publications
- 2024
- [i1]Giovanni Messuti, ortensia Amoroso, Ferdinando Napolitano, Mariarosaria Falanga, Paolo Capuano, Silvia Scarpetta:
Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces. CoRR abs/2410.06120 (2024)
Coauthor Index
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