Symmetry breaking and avalanche shapes in modular neural networks.

Silvia Scarpetta https://scholar.google.com/citations?user=yCXPsGMAAAAJ https://zbmath.org/authors/?q=ai:scarpetta.silvia https://orcid.org/0000-0003-4189-0065 https://www.wikidata.org/entity/Q57060031 https://id.loc.gov/authorities/names/nb2008024681

Antonio de Candia Davide Conte Hanieh A. Golpayegan Silvia Scarpetta Symmetry breaking and avalanche shapes in modular neural networks. 2026 20 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2026.1744991 db/journals/ficn/ficn20.html#CandiaCGS26 streams/journals/ficn

Mauro Palo Ortensia Amoroso Ferdinando Napolitano Giovanni Messuti Silvia Scarpetta An Automatic Workflow to Infer Focal Mechanisms of Microearthquakes: Application to Southern Italy. 27733-27744 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3624231 db/journals/staeors/staeors18.html#PaloANMS25 streams/journals/staeors

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. 2024 abs/2410.06120 CoRR https://doi.org/10.48550/arXiv.2410.06120 db/journals/corr/corr2410.html#abs-2410-06120 streams/journals/corr

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. 107-117 2023 WIRN https://doi.org/10.1007/978-981-96-0994-9_10 conf/wirn/2023 db/conf/wirn/wirn2023.html#MessutiANFCS23

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. 709731 2021 15 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2021.709731 db/journals/finr/finr15.html#LaffranchiDVPCG21

Ilenia Apicella Daniel Maria Busiello Silvia Scarpetta Samir Suweis Emergence of synchronised and amplified oscillations in neuromorphic networks with long-range interactions. 716-726 2021 461 Neurocomputing https://doi.org/10.1016/j.neucom.2020.04.162 db/journals/ijon/ijon461.html#ApicellaBSS21

Antonietta Maria Esposito Flora Giudicepietro Silvia Scarpetta Sumegha Khilnani A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano. 11-21 2018 Multidisciplinary Approaches to Neural Computing https://doi.org/10.1007/978-3-319-56904-8_2 series/sist/69 db/series/sist/sist69.html#EspositoGSK18 Ilenia Apicella Silvia Scarpetta Antonio de Candia Cortical Phase Transitions as an Effect of Topology of Neural Network. 85-96 2018 Multidisciplinary Approaches to Neural Computing https://doi.org/10.1007/978-3-319-56904-8_9 series/sist/69 db/series/sist/sist69.html#ApicellaSC18 Ilenia Apicella Silvia Scarpetta Antonio de Candia Structured Versus Shuffled Connectivity in Cortical Dynamics. 323-331 2016 Advances in Neural Networks https://doi.org/10.1007/978-3-319-33747-0_32 series/sist/54 db/series/sist/sist54.html#ApicellaSC16

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. 258-264 2013 112 Biosyst. 3 https://doi.org/10.1016/j.biosystems.2013.03.017 https://www.wikidata.org/entity/Q47765220 db/journals/biosystems/biosystems112.html#ScarpettaGLC13

Silvia Scarpetta Ferdinando Giacco Associative memory of phase-coded spatiotemporal patterns in leaky Integrate and Fire networks. 319-336 2013 34 J. Comput. Neurosci. 2 https://doi.org/10.1007/s10827-012-0423-7 https://www.wikidata.org/entity/Q43219584 db/journals/jcns/jcns34.html#ScarpettaG13

Silvia Scarpetta Antonio de Candia Effects of Pruning on Phase-Coding and Storage Capacity of a Spiking Network. 125-131 2013 WIRN https://doi.org/10.1007/978-3-319-04129-2_13 conf/wirn/2013 db/conf/wirn/wirn2013.html#ScarpettaC13 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. 155-162 2013 WIRN https://doi.org/10.1007/978-3-319-04129-2_16 conf/wirn/2013 db/conf/wirn/wirn2013.html#PuglieseS13 Ferdinando Giacco Silvia Scarpetta Attractor networks and memory replay of phase coded spike patterns. 265-274 2011 WIRN https://doi.org/10.3233/978-1-60750-972-1-265 conf/wirn/2011 db/conf/wirn/wirn2011.html#GiaccoS11

Ferdinando Giacco Christian Thiel 0002 Luca Pugliese Silvia Scarpetta Maria Marinaro Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs. 3769-3779 2010 48 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2010.2047863 db/journals/tgrs/tgrs48.html#GiaccoTPSM10

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. 115-124 2010 WIRN https://doi.org/10.3233/978-1-60750-692-8-115 conf/wirn/2010 db/conf/wirn/wirn2010.html#GiaccoCPS10 Silvia Scarpetta Antonio de Candia Ferdinando Giacco Dynamics and storage capacity of neural networks with small-world topology. 218-226 2010 WIRN https://doi.org/10.3233/978-1-60750-692-8-218 conf/wirn/2010 db/conf/wirn/wirn2010.html#ScarpettaCG10 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. 116-123 2009 WIRN https://doi.org/10.3233/978-1-60750-072-8-116 conf/wirn/2009 db/conf/wirn/wirn2009.html#GiaccoESGM09 Silvia Scarpetta Ferdinando Giacco Maria Marinaro Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. 247-260 2009 WIRN https://doi.org/10.3233/978-1-60750-072-8-247 conf/wirn/2009 db/conf/wirn/wirn2009.html#ScarpettaGM09 Ferdinando Giacco Silvia Scarpetta Luca Pugliese Maria Marinaro Christian Thiel 0002 Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images. 245-253 2008 WIRN https://doi.org/10.3233/978-1-58603-984-4-245 conf/wirn/2008 db/conf/wirn/wirn2008.html#GiaccoSPMT08 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 5286 2008 978-3-540-88852-9 Summer School on Neural Networks Lecture Notes in Computer Science Springer https://doi.org/10.1007/978-3-540-88853-6 db/conf/nn/nn2007.html Masahiko Yoshioka Silvia Scarpetta Maria Marinaro Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. 757-766 2007 conf/icann/2007-1 ICANN (1) https://doi.org/10.1007/978-3-540-74690-4_77 db/conf/icann/icann2007-1.html#YoshiokaSM07 Anna Esposito Antonietta Maria Esposito Flora Giudicepietro Maria Marinaro Silvia Scarpetta Models for Identifying Structures in the Data: A Performance Comparison. 275-283 2007 conf/kes/2007-3 KES (3) https://doi.org/10.1007/978-3-540-74829-8_34 db/conf/kes/kes2007-3.html#EspositoEGMS07 Silvia Scarpetta Masahiko Yoshioka Maria Marinaro Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule. 38-60 2007 Summer School on Neural Networks https://doi.org/10.1007/978-3-540-88853-6_4 conf/nn/2007 db/conf/nn/nn2007.html#ScarpettaYM07 Luca Pugliese Silvia Scarpetta Anna Esposito Maria Marinaro An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images. 1190-1197 2005 conf/iciap/2005 ICIAP https://doi.org/10.1007/11553595_146 db/conf/iciap/iciap2005.html#PuglieseSEM05 Antonietta Maria Esposito Silvia Scarpetta Flora Giudicepietro Stefano Masiello Luca Pugliese Anna Esposito Nonlinear Exploratory Data Analysis Applied to Seismic Signals. 70-77 2005 conf/wirn/2005 WIRN/NAIS https://doi.org/10.1007/11731177_11 db/conf/wirn/wirn2005.html#EspositoSGMPE05

Maria Marinaro Silvia Scarpetta Noise induces synchronous and phase-locked oscillations in a cortical model. 279-284 2004 58-60 Neurocomputing https://doi.org/10.1016/j.neucom.2004.01.056 db/journals/ijon/ijon58.html#MarinaroS04

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 3146 2004 3-540-22566-8 Summer School on Neural Networks Lecture Notes in Computer Science Springer https://doi.org/10.1007/b99370 db/conf/nn/nn2003.html

Maria Marinaro Silvia Scarpetta Modeling of spontaneous synchronized periodic activity observed in in vitro networks. 89-95 2003 52-54 Neurocomputing https://doi.org/10.1016/S0925-2312(02)00836-6 db/journals/ijon/ijon52.html#MarinaroS03

Cinzia Avossa Flora Giudicepietro Maria Marinaro Silvia Scarpetta Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. 173-178 https://doi.org/10.1007/978-3-540-45216-4_19 2003 conf/wirn/2003 WIRN db/conf/wirn/wirn2003.html#AvossaGMS03

Silvia Scarpetta Zhaoping Li 0001 John A. Hertz Hebbian Imprinting and Retrieval in Oscillatory Neural Networks. 2371-2396 2002 14 Neural Comput. 10 https://doi.org/10.1162/08997660260293265 https://www.wikidata.org/entity/Q44191669 db/journals/neco/neco14.html#ScarpettaLH02

Maria Funaro Maria Marinaro Alfredo Petrosino Silvia Scarpetta Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering. 15-22 2002 5 Pattern Anal. Appl. 1 https://doi.org/10.1007/s100440200002 db/journals/paa/paa5.html#FunaroMPS02

Maria Marinaro Silvia Scarpetta Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. 39-44 2002 conf/icann/2002 ICANN https://doi.org/10.1007/3-540-46084-5_7 db/conf/icann/icann2002.html#MarinaroS02 Eugène C. Ezin Flora Giudicepietro Simona Petrosino Silvia Scarpetta Amalia Vanacore Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring. 140-145 2002 conf/wirn/2002 WIRN https://doi.org/10.1007/3-540-45808-5_15 db/conf/wirn/wirn2002.html#EzinGPSV02 Anna Esposito Mariarosaria Falanga Maria Funaro Maria Marinaro Silvia Scarpetta Signal classification using Neural Networks. 187-192 2001 WIRN https://doi.org/10.1007/978-1-4471-0219-9_19 conf/wirn/2001 db/conf/wirn/wirn2001.html#EspositoFFMS01

Anna Esposito Maria Marinaro Domenico Oricchio Silvia Scarpetta Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm. 651-665 2000 13 Neural Networks 6 https://doi.org/10.1016/S0893-6080(00)00035-6 https://www.wikidata.org/entity/Q52074108 db/journals/nn/nn13.html#EspositoMOS00

Maria Marinaro Silvia Scarpetta On-line learning in RBF neural networks: a stochastic approach. 719-729 2000 13 Neural Networks 7 https://doi.org/10.1016/S0893-6080(00)00052-6 https://www.wikidata.org/entity/Q52069225 db/journals/nn/nn13.html#MarinaroS00

Silvia Scarpetta Zhaoping Li 0001 John A. Hertz Spike-Timing-Dependent Learning for Oscillatory Networks. 152-158 2000 conf/nips/2000 NIPS db/conf/nips/nips2000.html#ScarpettaLH00 https://proceedings.neurips.cc/paper/2000/hash/4496bf24afe7fab6f046bf4923da8de6-Abstract.html http://papers.nips.cc/paper/1828-spike-timing-dependent-learning-for-oscillatory-networks Anna Esposito Maria Marinaro Silvia Scarpetta An incremental local radial basis function network. 21-26 1998 conf/esann/1998 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1998-304-S.pdf db/conf/esann/esann1998.html#EspositoMS98 Ortensia Amoroso Ilenia Apicella Cinzia Avossa Giacinto Barresi Nicoló Boccardo Daniel Maria Busiello Antonio de Candia Michele Canepa Samuele Cappa Paolo Capuano Lorenzo Cavallaro Giulio Cerruti Stefania Colella Davide Conte Stefano D'Angella Maria Laura D'Angelo Péter Érdi Anna Esposito Antonietta Maria Esposito Eugène C. Ezin Mariarosaria Falanga Maria Funaro Ferdinando Giacco Flora Giudicepietro Samuele De Giuseppe Hanieh A. Golpayegan Emanuele Gruppioni Eleonora Guanziroli John A. Hertz Sumegha Khilnani Matteo Laffranchi Zhaoping Li 0001 Fabrizio Lombardi Stefano Maludrottu Claudia Marchese Maria Marinaro Stefano Masiello Giovanni Messuti Lorenzo De Michieli Franco Molteni Ferdinando Napolitano Domenico Oricchio Mauro Palo Alfredo Petrosino Simona Petrosino Chiara Piezzo Luca Pugliese Rinaldo Sacchetti Jody A. Saglia Mirco Di Salvo Marianna Semprini Antonio Succi Samir Suweis Christian Thiel 0002 Simone Traverso Amalia Vanacore Christian Vassallo Yoko Yamaguchi Masahiko Yoshioka