The recurrent Hopfield mass model: Scalability and optimization.

Stefania Della Penna https://orcid.org/0000-0001-5067-4327 https://www.wikidata.org/entity/Q42756255

Martina Ferrazza Giorgio Gosti Edoardo Milanetti Sara Spadone Giancarlo Ruocco Stefania Della Penna The recurrent Hopfield mass model: Scalability and optimization. 108406 2026 196 Neural Networks https://doi.org/10.1016/j.neunet.2025.108406 db/journals/nn/nn196.html#FerrazzaGMSRP26 streams/journals/nn

Giorgio Gosti Edoardo Milanetti Viola Folli Francesco de Pasquale Marco Leonetti Maurizio Corbetta Giancarlo Ruocco Stefania Della Penna A recurrent Hopfield network for estimating meso-scale effective connectivity in MEG. 72-93 2024 170 Neural Networks https://doi.org/10.1016/j.neunet.2023.11.027 https://www.wikidata.org/entity/Q129172051 db/journals/nn/nn170.html#GostiMFPLCRP24

Stefano Delli Pizzi Piero Chiacchiaretta Carlo Sestieri Antonio Ferretti Maria Giulia Tullo Stefania Della Penna Giovanni Martinotti Marco Onofrj Leor Roseman Christopher B. Timmermann David J. Nutt Robin L. Carhart-Harris Stefano L. Sensi LSD-induced changes in the functional connectivity of distinct thalamic nuclei. 120414 2023 December 283 NeuroImage https://doi.org/10.1016/j.neuroimage.2023.120414 db/journals/neuroimage/neuroimage283.html#PizziCSFTPMORTNCS23

Sara Spadone Annalisa Tosoni Stefania Della Penna Carlo Sestieri Alpha rhythm modulations in the intraparietal sulcus reflect decision signals during item recognition. 119345 2022 258 NeuroImage https://doi.org/10.1016/j.neuroimage.2022.119345 https://www.wikidata.org/entity/Q114013529 db/journals/neuroimage/neuroimage258.html#SpadoneTPS22

Sara Spadone Miroslaw Wyczesany Stefania Della Penna Maurizio Corbetta Paolo Capotosto Directed Flow of Beta Band Communication During Reorienting of Attention Within the Dorsal Attention Network. 717-724 2021 11 Brain Connect. 9 https://doi.org/10.1089/brain.2020.0885 db/journals/brain/brain11.html#SpadoneWPCC21

Chiara Favaretto Sara Spadone Carlo Sestieri Viviana Betti Angelo Cenedese Stefania Della Penna Maurizio Corbetta Multi-band MEG signatures of BOLD connectivity reorganization during visuospatial attention. 117781 2021 230 NeuroImage https://doi.org/10.1016/j.neuroimage.2021.117781 db/journals/neuroimage/neuroimage230.html#FavarettoSSBCPC21

Francesco de Pasquale Sara Spadone Viviana Betti Maurizio Corbetta Stefania Della Penna Temporal modes of hub synchronization at rest. 118005 2021 235 NeuroImage https://doi.org/10.1016/j.neuroimage.2021.118005 db/journals/neuroimage/neuroimage235.html#PasqualeSBCP21

Antonello Baldassarre Maria Serena Filardi Sara Spadone Stefania Della Penna Giorgia Committeri Distinct connectivity profiles predict different in-time processes of motor skill learning. 118239 2021 238 NeuroImage https://doi.org/10.1016/j.neuroimage.2021.118239 db/journals/neuroimage/neuroimage238.html#BaldassarreFSPC21

Sara Spadone Viviana Betti Carlo Sestieri Vittorio Pizzella Maurizio Corbetta Stefania Della Penna Spectral signature of attentional reorienting in the human brain. 118616 2021 244 NeuroImage https://doi.org/10.1016/j.neuroimage.2021.118616 db/journals/neuroimage/neuroimage244.html#SpadoneBSPCP21

Francesco de Pasquale Maurizio Corbetta Viviana Betti Stefania Della Penna Cortical cores in network dynamics. 370-382 2018 180 NeuroImage Part https://doi.org/10.1016/j.neuroimage.2017.09.063 https://www.wikidata.org/entity/Q47605088 db/journals/neuroimage/neuroimage180.html#PasqualeCBP18

Angelo Galante Nadia Catallo Piero Sebastiani Antonello Sotgiu Raffaele Sinibaldi Cinzia De Luca Allegra Conti Vittorio Pizzella Gian Luca Romani Stefania Della Penna Very Low Field MRI: A fast system compatible with Magnetoencephalography. 560-564 2015 MeMeA https://doi.org/10.1109/MeMeA.2015.7145266 https://www.wikidata.org/entity/Q62603356 conf/memea/2015 db/conf/memea/memea2015.html#GalanteCSSSLCPR15

Valentina Sebastiani Francesco de Pasquale Marcello Costantini Dante Mantini Vittorio Pizzella Gian Luca Romani Stefania Della Penna Being an agent or an observer: Different spectral dynamics revealed by MEG. 717-728 2014 102 NeuroImage https://doi.org/10.1016/j.neuroimage.2014.08.031 https://www.wikidata.org/entity/Q48572549 db/journals/neuroimage/neuroimage102.html#SebastianiPCMPR14

Francesco de Pasquale Umberto Sabatini Stefania Della Penna Carlo Sestieri Chiara Falletta Caravasso Rita Formisano Patrice Péran The connectivity of functional cores reveals different degrees of segregation and integration in the brain at rest. 51-61 2013 69 NeuroImage https://doi.org/10.1016/j.neuroimage.2012.11.051 https://www.wikidata.org/entity/Q48262601 db/journals/neuroimage/neuroimage69.html#PasqualeSPSCFP13

Laura Marzetti Stefania Della Penna Abraham Z. Snyder Vittorio Pizzella Guido Nolte Francesco de Pasquale Gian Luca Romani Maurizio Corbetta Frequency specific interactions of MEG resting state activity within and across brain networks as revealed by the multivariate interaction measure. 172-183 2013 79 NeuroImage https://doi.org/10.1016/j.neuroimage.2013.04.062 https://www.wikidata.org/entity/Q37349076 db/journals/neuroimage/neuroimage79.html#MarzettiPSPNPRC13

Linda J. Larson-Prior Robert Oostenveld Stefania Della Penna Georgios Michalareas Fred W. Prior Abbas Babajani-Feremi Jan-Mathijs Schoffelen Laura Marzetti Francesco de Pasquale F. Di Pompeo J. Stout Mark William Woolrich Q. Luo R. Bucholz Pascal Fries Vittorio Pizzella Gian Luca Romani Maurizio Corbetta Abraham Z. Snyder Adding dynamics to the Human Connectome Project with MEG. 190-201 2013 80 NeuroImage https://doi.org/10.1016/j.neuroimage.2013.05.056 https://www.wikidata.org/entity/Q42936153 db/journals/neuroimage/neuroimage80.html#Larson-PriorOPMPBSMPPSWLBFPRCS13

R. Matthew Hutchison Thilo Womelsdorf Elena A. Allen Peter A. Bandettini Vince D. Calhoun Maurizio Corbetta Stefania Della Penna Jeff H. Duyn Gary H. Glover Javier Gonzalez-Castillo Daniel A. Handwerker Shella D. Keilholz Vesa Kiviniemi David A. Leopold Francesco de Pasquale Olaf Sporns Martin Walter Catie Chang Dynamic functional connectivity: Promise, issues, and interpretations. 360-378 2013 80 NeuroImage https://doi.org/10.1016/j.neuroimage.2013.05.079 https://www.wikidata.org/entity/Q30554308 db/journals/neuroimage/neuroimage80.html#HutchisonWABCCPDGGHKKLPSWC13

Sara Spadone Francesco de Pasquale Dante Mantini Stefania Della Penna A K-means multivariate approach for clustering independent components from magnetoencephalographic data. 1912-1923 2012 62 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2012.05.051 https://www.wikidata.org/entity/Q34283510 db/journals/neuroimage/neuroimage62.html#SpadonePMP12

David C. Van Essen Kâmil Ugurbil Edward J. Auerbach Deanna M. Barch T. E. J. Behrens R. Bucholz Acer Chang Liyong Chen Maurizio Corbetta Sandra W. Curtiss Stefania Della Penna David A. Feinberg Matthew F. Glasser Noam Harel A. C. Heath Linda J. Larson-Prior Daniel S. Marcus Georgios Michalareas Steen Moeller Robert Oostenveld Steven E. Petersen Fred W. Prior Bradley L. Schlaggar Stephen M. Smith 0001 Abraham Z. Snyder Junqian Xu Essa Yacoub The Human Connectome Project: A data acquisition perspective. 2222-2231 2012 62 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2012.02.018 https://www.wikidata.org/entity/Q34172421 db/journals/neuroimage/neuroimage62.html#EssenUABBBCCCCPFGHHLMMMOPPSSSXY12

Dante Mantini Stefania Della Penna Laura Marzetti Francesco de Pasquale Vittorio Pizzella Maurizio Corbetta Gian Luca Romani A Signal-Processing Pipeline for Magnetoencephalography Resting-State Networks. 49-59 2011 1 Brain Connect. 1 https://doi.org/10.1089/brain.2011.0001 https://www.wikidata.org/entity/Q44178191 db/journals/brain/brain1.html#MantiniPMPPCR11

Raffaella Franciotti Luca Ciancetta Stefania Della Penna Paolo Belardinelli Vittorio Pizzella Gian Luca Romani Modulation of alpha oscillations in insular cortex reflects the threat of painful stimuli. 1082-1090 2009 46 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2009.03.034 https://www.wikidata.org/entity/Q48685344 db/journals/neuroimage/neuroimage46.html#FranciottiCPBPR09

Bernardo Perfetti Raffaella Franciotti Stefania Della Penna Antonio Ferretti Massimo Caulo Gian Luca Romani Marco Onofrj Low- and high-frequency evoked responses following pattern reversal stimuli: A MEG study supported by fMRI constraint. 1152-1167 2007 35 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2007.01.031 https://www.wikidata.org/entity/Q48253194 db/journals/neuroimage/neuroimage35.html#PerfettiFPFCRO07

K. Torquati Raffaella Franciotti Stefania Della Penna Claudio Babiloni Paolo Maria Rossini Gian Luca Romani Vittorio Pizzella Conditioning transcutaneous electrical nerve stimulation induces delayed gating effects on cortical response: A magnetoencephalographic study. 1578-1585 2007 35 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2006.12.047 https://www.wikidata.org/entity/Q62825036 db/journals/neuroimage/neuroimage35.html#TorquatiFPBRRP07

K. Torquati Vittorio Pizzella Claudio Babiloni Cosimo Del Gratta Stefania Della Penna Antonio Ferretti Raffaella Franciotti Paolo Maria Rossini Gian Luca Romani Nociceptive and non-nociceptive sub-regions in the human secondary somatosensory cortex: An MEG study using fMRI constraints. 48-56 2005 26 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2005.01.012 https://www.wikidata.org/entity/Q48908475 db/journals/neuroimage/neuroimage26.html#TorquatiPBGPFFR05

Stefania Della Penna K. Torquati Vittorio Pizzella Claudio Babiloni Raffaella Franciotti Paolo Maria Rossini Gian Luca Romani Temporal dynamics of alpha and beta rhythms in human SI and SII after galvanic median nerve stimulation. A MEG study. 1438-1446 2004 22 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2004.03.045 https://www.wikidata.org/entity/Q40493402 db/journals/neuroimage/neuroimage22.html#PennaTPBFRR04

K. Torquati Vittorio Pizzella Stefania Della Penna Raffaella Franciotti Claudio Babiloni Gian Luca Romani Paolo Maria Rossini "Gating" effects of simultaneous peripheral electrical stimulations on human secondary somatosensory cortex: a whole-head MEG study. 1704-1713 2003 20 NeuroImage 3 https://doi.org/10.1016/S1053-8119(03)00439-7 https://www.wikidata.org/entity/Q39387351 db/journals/neuroimage/neuroimage20.html#TorquatiPPFBRR03

Cosimo Del Gratta Stefania Della Penna Antonio Ferretti Raffaella Franciotti Vittorio Pizzella Armando Tartaro K. Torquati Lorenzo Bonomo Gian Luca Romani Paolo Maria Rossini Topographic Organization of the Human Primary and Secondary Somatosensory Cortices: Comparison of fMRI and MEG Findings. 1373-1383 2002 17 NeuroImage 3 https://doi.org/10.1006/nimg.2002.1253 https://www.wikidata.org/entity/Q48454753 db/journals/neuroimage/neuroimage17.html#GrattaPFFPTTBRR02

Elena A. Allen Edward J. Auerbach Abbas Babajani-Feremi Claudio Babiloni Antonello Baldassarre Peter A. Bandettini Deanna M. Barch Timothy Edward John BehrensT. E. J. Behrens Paolo Belardinelli Viviana Betti Lorenzo Bonomo R. Bucholz Vince D. Calhoun Paolo Capotosto Chiara Falletta Caravasso Robin L. Carhart-Harris Nadia Catallo Massimo Caulo Angelo Cenedese Acer Chang Catie Chang Liyong Chen Piero Chiacchiaretta Luca Ciancetta Giorgia Committeri Allegra Conti Maurizio Corbetta Marcello Costantini Sandra W. Curtiss Jeff H. Duyn David C. Van Essen Chiara Favaretto David A. Feinberg Martina Ferrazza Antonio Ferretti Maria Serena Filardi Viola Folli Rita Formisano Raffaella Franciotti Pascal Fries Angelo Galante Matthew F. Glasser Gary H. Glover Javier Gonzalez-Castillo Giorgio Gosti Cosimo Del Gratta Daniel A. Handwerker Noam Harel A. C. Heath R. Matthew Hutchison Shella D. Keilholz Vesa Kiviniemi Linda J. Larson-Prior Marco Leonetti David A. Leopold Cinzia De Luca Q. Luo Dante Mantini Daniel S. Marcus Giovanni Martinotti Laura Marzetti Georgios Michalareas Edoardo Milanetti Steen Moeller Guido Nolte David J. Nutt Marco Onofrj Robert Oostenveld Francesco de Pasquale Patrice Péran Bernardo Perfetti Steven E. Petersen Vittorio Pizzella Stefano Delli Pizzi F. Di Pompeo Fred W. Prior Gian Luca Romani Leor Roseman Paolo Maria Rossini Giancarlo Ruocco Umberto Sabatini Bradley L. Schlaggar Jan-Mathijs Schoffelen Piero Sebastiani Valentina Sebastiani Stefano L. Sensi Carlo Sestieri Raffaele Sinibaldi Stephen M. Smith 0001 Abraham Z. Snyder Antonello Sotgiu Sara Spadone Olaf Sporns J. Stout Armando Tartaro Christopher TimmermannChristopher B. Timmermann K. Torquati Annalisa Tosoni Maria Giulia Tullo Kâmil Ugurbil Martin Walter Thilo Womelsdorf Mark W. WoolrichMark William Woolrich Miroslaw Wyczesany Junqian Xu Essa Yacoub