An incremental local radial basis function network. - Anna Esposito; Maria Marinaro; Silvia Scarpetta (ESANN, 1998)

Spike-Timing-Dependent Learning for Oscillatory Networks. - Silvia Scarpetta; Zhaoping Li 001; John A. Hertz (NIPS, 2000)

Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm. - Anna Esposito; Maria Marinaro; Domenico Oricchio; Silvia Scarpetta (Neural Networks, 2000)

On-line learning in RBF neural networks: a stochastic approach. - Maria Marinaro; Silvia Scarpetta (Neural Networks, 2000)

Signal classification using Neural Networks. - Anna Esposito; Mariarosaria Falanga; Maria Funaro; Maria Marinaro; Silvia Scarpetta (WIRN, 2001)

Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. - Maria Marinaro; Silvia Scarpetta (ICANN, 2002)

Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring. - Eugène C. Ezin; Flora Giudicepietro; Simona Petrosino; Silvia Scarpetta; Amalia Vanacore (WIRN, 2002)

Hebbian Imprinting and Retrieval in Oscillatory Neural Networks. - Silvia Scarpetta; Zhaoping Li 001; John A. Hertz (Neural Comput., 2002)

Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering. - Maria Funaro; Maria Marinaro; Alfredo Petrosino; Silvia Scarpetta (Pattern Anal. Appl., 2002)

Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. - Cinzia Avossa; Flora Giudicepietro; Maria Marinaro; Silvia Scarpetta (WIRN, 2003)

Modeling of spontaneous synchronized periodic activity observed in in vitro networks. - Maria Marinaro; Silvia Scarpetta (Neurocomputing, 2003)

Noise induces synchronous and phase-locked oscillations in a cortical model. - Maria Marinaro; Silvia Scarpetta (Neurocomputing, 2004)

An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images. - Luca Pugliese; Silvia Scarpetta; Anna Esposito; Maria Marinaro (ICIAP, 2005)

Nonlinear Exploratory Data Analysis Applied to Seismic Signals. - Antonietta Maria Esposito; Silvia Scarpetta; Flora Giudicepietro; Stefano Masiello; Luca Pugliese; Anna Esposito (WIRN/NAIS, 2005)

Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. - Masahiko Yoshioka; Silvia Scarpetta; Maria Marinaro (ICANN (1), 2007)

Models for Identifying Structures in the Data: A Performance Comparison. - Anna Esposito; Antonietta Maria Esposito; Flora Giudicepietro; Maria Marinaro; Silvia Scarpetta (KES (3), 2007)

Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule. - Silvia Scarpetta; Masahiko Yoshioka; Maria Marinaro (Summer School on Neural Networks, 2007)

Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images. - Ferdinando Giacco; Silvia Scarpetta; Luca Pugliese; Maria Marinaro; Christian Thiel 002 (WIRN, 2008)

Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano. - Ferdinando Giacco; Antonietta Maria Esposito; Silvia Scarpetta; Flora Giudicepietro; Maria Marinaro (WIRN, 2009)

Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. - Silvia Scarpetta; Ferdinando Giacco; Maria Marinaro (WIRN, 2009)

Application of Self Organizing Maps to multi-temporal and multi-spectral satellite images: classification and change detection. - Ferdinando Giacco; Stefania Colella; Luca Pugliese; Silvia Scarpetta (WIRN, 2010)

Dynamics and storage capacity of neural networks with small-world topology. - Silvia Scarpetta; Antonio de Candia; Ferdinando Giacco (WIRN, 2010)

Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs. - Ferdinando Giacco; Christian Thiel 002; Luca Pugliese; Silvia Scarpetta; Maria Marinaro (IEEE Trans. Geosci. Remote. Sens., 2010)

Attractor networks and memory replay of phase coded spike patterns. - Ferdinando Giacco; Silvia Scarpetta (WIRN, 2011)

An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale. - Luca Pugliese; Silvia Scarpetta (WIRN, 2013)

Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network. - Silvia Scarpetta; Antonio de Candia (WIRN, 2013)

Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation. - Silvia Scarpetta; Ferdinando Giacco; Fabrizio Lombardi; Antonio de Candia (Biosyst., 2013)

Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks. - Silvia Scarpetta; Ferdinando Giacco (J. Comput. Neurosci., 2013)

Structured Versus Shuffled Connectivity in Cortical Dynamics. - Ilenia Apicella; Silvia Scarpetta; Antonio de Candia (Advances in Neural Networks, 2016)

Cortical Phase Transitions as an Effect of Topology of Neural Network. - Ilenia Apicella; Silvia Scarpetta; Antonio de Candia (Multidisciplinary Approaches to Neural Computing, 2018)

A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano. - Antonietta Maria Esposito; Flora Giudicepietro; Silvia Scarpetta; Sumegha Khilnani (Multidisciplinary Approaches to Neural Computing, 2018)

User-Centered Design and Development of the Modular TWIN Lower Limb Exoskeleton. - 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; et al. (Frontiers Neurorobotics, 2021)

Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions. - Ilenia Apicella; Daniel Maria Busiello; Silvia Scarpetta; Samir Suweis (Neurocomputing, 2021)

Uncertainty Estimation via Ensembles of Deep Learning Models and Dropout Layers for Seismic Traces. - Giovanni Messuti; Ortensia Amoroso; Ferdinando Napolitano; Mariarosaria Falanga; Paolo Capuano; Silvia Scarpetta (WIRN, 2023)

An Automatic Workflow to Infer Focal Mechanisms of Microearthquakes: Application to Southern Italy. - Mauro Palo; Ortensia Amoroso; Ferdinando Napolitano; Giovanni Messuti; Silvia Scarpetta (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)