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Antonio Maria Chiarelli

Researcher at University of Chieti-Pescara

Publications -  77
Citations -  2322

Antonio Maria Chiarelli is an academic researcher from University of Chieti-Pescara. The author has contributed to research in topics: Medicine & Functional near-infrared spectroscopy. The author has an hindex of 21, co-authored 68 publications receiving 1580 citations. Previous affiliations of Antonio Maria Chiarelli include University of Illinois at Urbana–Champaign & Foundation University, Islamabad.

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Deep learning for hybrid EEG-fNIRS brain-computer interface: application to motor imagery classification.

TL;DR: BCI performances can be significantly improved by employing multi-modal recordings that provide electrical and hemodynamic brain activity information, in combination with advanced non-linear deep learning classification procedures.
Journal ArticleDOI

A kurtosis-based wavelet algorithm for motion artifact correction of fNIRS data.

TL;DR: A new procedure that relies on eliminating wavelets that contribute to generate a large fourth-moment of the coefficient distribution to define "outliers" wavelets (kurtosis-based Wavelet Filtering, kbWF) is introduced.