Silvia Scarpetta

Publication Activity (10 Years)

Years Active: 1998-2021
Publications (10 Years): 2

Top Topics

Spatiotemporal Patterns

Storage Capacity

Associative Memory

Top Venues

J. Comput. Neurosci.

Frontiers Neurorobotics

Publications

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, Nicolo 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 (2021)
Ilenia Apicella, Daniel Maria Busiello, Silvia Scarpetta, Samir Suweis
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions. Neurocomputing 461 (2021)
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) (2013)
Silvia Scarpetta, Antonio de Candia
Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network. WIRN (2013)
Silvia Scarpetta, Ferdinando Giacco
Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks. J. Comput. Neurosci. 34 (2) (2013)
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)
Ferdinando Giacco, Silvia Scarpetta
Attractor networks and memory replay of phase coded spike patterns. WIRN (2011)
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)
Silvia Scarpetta, Antonio de Candia, Ferdinando Giacco
Dynamics and storage capacity of neural networks with small-world topology. WIRN (2010)
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) (2010)
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)
Silvia Scarpetta, Ferdinando Giacco, Maria Marinaro
Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. WIRN (2009)
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)
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)
Anna Esposito, Antonietta Maria Esposito, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta
Models for Identifying Structures in the Data: A Performance Comparison. KES (3) (2007)
Masahiko Yoshioka, Silvia Scarpetta, Maria Marinaro
Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. ICANN (1) (2007)
Antonietta Maria Esposito, Silvia Scarpetta, Flora Giudicepietro, Stefano Masiello, Luca Pugliese, Anna Esposito
Nonlinear Exploratory Data Analysis Applied to Seismic Signals. WIRN/NAIS (2005)
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)
Maria Marinaro, Silvia Scarpetta
Noise induces synchronous and phase-locked oscillations in a cortical model. Neurocomputing (2004)
Cinzia Avossa, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta
Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. WIRN (2003)
Maria Marinaro, Silvia Scarpetta
Modeling of spontaneous synchronized periodic activity observed in in vitro networks. Neurocomputing (2003)
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)
Silvia Scarpetta, Zhaoping Li, John A. Hertz
Hebbian Imprinting and Retrieval in Oscillatory Neural Networks. Neural Comput. 14 (10) (2002)
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) (2002)
Maria Marinaro, Silvia Scarpetta
Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. ICANN (2002)
Anna Esposito, Mariarosaria Falanga, Maria Funaro, Maria Marinaro, Silvia Scarpetta
Signal classification using Neural Networks. WIRN (2001)
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) (2000)
Maria Marinaro, Silvia Scarpetta
On-line learning in RBF neural networks: a stochastic approach. Neural Networks 13 (7) (2000)
Silvia Scarpetta, Zhaoping Li, John A. Hertz
Spike-Timing-Dependent Learning for Oscillatory Networks. NIPS (2000)
Anna Esposito, Maria Marinaro, Silvia Scarpetta
An incremental local radial basis function network. ESANN (1998)