Author

Maria Guerrisi

University of Rome Tor VergataORCID 0000-0002-7456-4349Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 1

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Research Focus:benchmarking· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

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Andrea DuggentoiD· 1 shared Nicola ToschiiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperNeuroscience

Andrea DuggentoORCID

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1 paper

Recent·Most cited

NeurosciencePhilosophical Transactions of the Royal Society A Mathematical Physical and Engineering SciencesPeer-reviewedOct 25, 2021

Echo State Network models for nonlinear Granger causality

Andrea Duggento, Maria Guerrisi, Nicola Toschi

This paper introduces ES-GC, a nonlinear Granger causality estimator using echo-state networks, showing improved detection of causal interactions in biological networks.

34 citations

humanimaging

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