Silvia Scarpetta

Orcid: 0000-0003-4189-0065

According to our database1, Silvia Scarpetta authored at least 33 papers between 1998 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions.
Neurocomputing, 2021

User-Centered Design and Development of the Modular TWIN Lower Limb Exoskeleton.
Frontiers Neurorobotics, 2021

2018
A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano.
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018

Cortical Phase Transitions as an Effect of Topology of Neural Network.
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018

2016
Structured Versus Shuffled Connectivity in Cortical Dynamics.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

2013
Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks.
J. Comput. Neurosci., 2013

Effects of Poisson noise in a IF model with STDP and spontaneous replay of periodic spatiotemporal patterns, in absence of cue stimulation.
Biosyst., 2013

Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network.
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013

An Object Based Analysis Applied to Very High Resolution Remote Sensing Data for the Change Detection of Soil Sealing at Urban Scale.
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013

2011
Attractor networks and memory replay of phase coded spike patterns.
Proceedings of the Neural Nets WIRN11, 2011

2010
Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs.
IEEE Trans. Geosci. Remote. Sens., 2010

Dynamics and storage capacity of neural networks with small-world topology.
Proceedings of the Neural Nets WIRN10, 2010

Application of Self Organizing Maps to multi-temporal and multi-spectral satellite images: classification and change detection.
Proceedings of the Neural Nets WIRN10, 2010

2009
Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity.
Proceedings of the Neural Nets WIRN09, 2009

Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano.
Proceedings of the Neural Nets WIRN09, 2009

2008
Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images.
Proceedings of the New Directions in Neural Networks, 2008

2007
Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule.
Proceedings of the Dynamic Brain, 2007

Models for Identifying Structures in the Data: A Performance Comparison.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2007

2005
Nonlinear Exploratory Data Analysis Applied to Seismic Signals.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images.
Proceedings of the Image Analysis and Processing, 2005

2004
Noise induces synchronous and phase-locked oscillations in a cortical model.
Neurocomputing, 2004

2003
Modeling of spontaneous synchronized periodic activity observed in in vitro networks.
Neurocomputing, 2003

Supervised and Unsupervised Analysis Applied to Strombolian E.Q..
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003

2002
Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering.
Pattern Anal. Appl., 2002

Hebbian Imprinting and Retrieval in Oscillatory Neural Networks.
Neural Comput., 2002

Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring.
Proceedings of the Neural Nets, 13th Italian Workshop on Neural Nets, 2002

Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks.
Proceedings of the Artificial Neural Networks, 2002

2001
Signal classification using Neural Networks.
Proceedings of the 12th Italian Workshop on Neural Nets, 2001

2000
On-line learning in RBF neural networks: a stochastic approach.
Neural Networks, 2000

Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm.
Neural Networks, 2000

Spike-Timing-Dependent Learning for Oscillatory Networks.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1998
An incremental local radial basis function network.
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998


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