Silvia Scarpetta

39 papers B 1C 1Misc 1Journal 14Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Symmetry breaking and avalanche shapes in modular neural networks. Frontiers Comput. Neurosci. Antonio De Candia, Davide Conte, Hanieh A. Golpayegan, Silvia Scarpetta
2025	J	`jnl`	An Automatic Workflow to Infer Focal Mechanisms of Microearthquakes: Application to Southern Italy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mauro Palo, Ortensia Amoroso, Ferdinando Napolitano, Giovanni Messuti, Silvia Scarpetta
2024	J	`jnl`	Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces. CoRR Giovanni Messuti, Ortensia Amoroso, Ferdinando Napolitano, Mariarosaria Falanga, Paolo Capuano, Silvia Scarpetta
2023	—	`conf`	Uncertainty Estimation via Ensembles of Deep Learning Models and Dropout Layers for Seismic Traces. WIRN Giovanni Messuti, Ortensia Amoroso, Ferdinando Napolitano, Mariarosaria Falanga, Paolo Capuano, Silvia Scarpetta
2021	J	`jnl`	Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions. Neurocomputing Ilenia Apicella, Daniel Maria Busiello, Silvia Scarpetta, Samir Suweis
2021	J	`jnl`	User-Centered Design and Development of the Modular TWIN Lower Limb Exoskeleton. Frontiers Neurorobotics 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
2018	—	`ch.`	A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano. Multidisciplinary Approaches to Neural Computing Antonietta Maria Esposito, Flora Giudicepietro, Silvia Scarpetta, Sumegha Khilnani
2018	—	`ch.`	Cortical Phase Transitions as an Effect of Topology of Neural Network. Multidisciplinary Approaches to Neural Computing Ilenia Apicella, Silvia Scarpetta, Antonio De Candia
2016	—	`ch.`	Structured Versus Shuffled Connectivity in Cortical Dynamics. Advances in Neural Networks Ilenia Apicella, Silvia Scarpetta, Antonio De Candia
2013	—	`conf`	An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale. WIRN Luca Pugliese, Silvia Scarpetta
2013	J	`jnl`	Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks. J. Comput. Neurosci. Silvia Scarpetta, Ferdinando Giacco
2013	J	`jnl`	Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation. Biosyst. Silvia Scarpetta, Ferdinando Giacco, Fabrizio Lombardi, Antonio De Candia
2013	—	`conf`	Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network. WIRN Silvia Scarpetta, Antonio De Candia
2011	—	`conf`	Attractor networks and memory replay of phase coded spike patterns. WIRN Ferdinando Giacco, Silvia Scarpetta
2010	—	`conf`	Application of Self Organizing Maps to multi-temporal and multi-spectral satellite images: classification and change detection. WIRN Ferdinando Giacco, Stefania Colella, Luca Pugliese, Silvia Scarpetta
2010	—	`conf`	Dynamics and storage capacity of neural networks with small-world topology. WIRN Silvia Scarpetta, Antonio De Candia, Ferdinando Giacco
2010	J	`jnl`	Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs. IEEE Trans. Geosci. Remote. Sens. Ferdinando Giacco, Christian Thiel, Luca Pugliese, Silvia Scarpetta, Maria Marinaro
2009	—	`conf`	Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. WIRN Silvia Scarpetta, Ferdinando Giacco, Maria Marinaro
2009	—	`conf`	Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano. WIRN Ferdinando Giacco, Antonietta Maria Esposito, Silvia Scarpetta, Flora Giudicepietro, Maria Marinaro
2008	—	`conf`	Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images. WIRN Ferdinando Giacco, Silvia Scarpetta, Luca Pugliese, Maria Marinaro, Christian Thiel
2008	—	`ed.`	Dynamic Brain - from Neural Spikes to Behaviors, 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures Summer School on Neural Networks Maria Marinaro, Silvia Scarpetta, Yoko Yamaguchi
2007	—	`conf`	Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule. Summer School on Neural Networks Silvia Scarpetta, Masahiko Yoshioka, Maria Marinaro
2007	—	`conf`	Models for Identifying Structures in the Data: A Performance Comparison. KES (3) Anna Esposito, Antonietta Maria Esposito, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta
2007	—	`conf`	Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. ICANN (1) Masahiko Yoshioka, Silvia Scarpetta, Maria Marinaro
2005	Misc	`conf`	An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images. ICIAP Luca Pugliese, Silvia Scarpetta, Anna Esposito, Maria Marinaro
2005	—	`conf`	Nonlinear Exploratory Data Analysis Applied to Seismic Signals. WIRN/NAIS Antonietta Maria Esposito, Silvia Scarpetta, Flora Giudicepietro, Stefano Masiello, Luca Pugliese, Anna Esposito
2004	—	`ed.`	Computational Neuroscience: Cortical Dynamics, 8th International Summer School on Neural Nets, Erice, Italy, October 31-November 6, 2003, Revised Lectures Summer School on Neural Networks Péter Érdi, Anna Esposito, Maria Marinaro, Silvia Scarpetta
2004	J	`jnl`	Noise induces synchronous and phase-locked oscillations in a cortical model. Neurocomputing Maria Marinaro, Silvia Scarpetta
2003	J	`jnl`	Modeling of spontaneous synchronized periodic activity observed in in vitro networks. Neurocomputing Maria Marinaro, Silvia Scarpetta
2003	—	`conf`	Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. WIRN Cinzia Avossa, Flora Giudicepietro, Maria Marinaro, Silvia Scarpetta
2002	—	`conf`	Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring. WIRN Eugène C. Ezin, Flora Giudicepietro, Simona Petrosino, Silvia Scarpetta, Amalia Vanacore
2002	J	`jnl`	Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering. Pattern Anal. Appl. Maria Funaro, Maria Marinaro, Alfredo Petrosino, Silvia Scarpetta
2002	J	`jnl`	Hebbian Imprinting and Retrieval in Oscillatory Neural Networks. Neural Comput. Silvia Scarpetta, Zhaoping Li, John A. Hertz
2002	C	`conf`	Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. ICANN Maria Marinaro, Silvia Scarpetta
2001	—	`conf`	Signal classification using Neural Networks. WIRN Anna Esposito, Mariarosaria Falanga, Maria Funaro, Maria Marinaro, Silvia Scarpetta
2000	J	`jnl`	Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm. Neural Networks Anna Esposito, Maria Marinaro, Domenico Oricchio, Silvia Scarpetta
2000	J	`jnl`	On-line learning in RBF neural networks: a stochastic approach. Neural Networks Maria Marinaro, Silvia Scarpetta
2000	—	`conf`	Spike-Timing-Dependent Learning for Oscillatory Networks. NIPS Silvia Scarpetta, Zhaoping Li, John A. Hertz
1998	B	`conf`	An incremental local radial basis function network. ESANN Anna Esposito, Maria Marinaro, Silvia Scarpetta