Author

Germán Abrevaya

Consejo Nacional de Investigaciones Científicas y TécnicasORCID 0000-0002-9241-343XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Aleksandr Y. AravkiniD· 1 shared Guillermo CecchiiD· 1 shared Irina RishiD· 1 shared Pablo I. PoloseckiiD· 1 shared Peng ZhengiD· 1 shared Silvina Ponce DawsoniD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Aleksandr Y. AravkinORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMay 25, 2018

Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM

Germán Abrevaya, Aleksandr Y. Aravkin, Guillermo Cecchi…·Silvina Ponce Dawson

The paper introduces a nonlinear differential equation model for brain dynamics using van der Pol oscillators and improves LSTM performance through model-specific data augmentation.

2 citations

imagingstatistical model

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