NEAR: An artifact removal pipeline for human newborn EEG data

Autor: Velu Prabhakar Kumaravel, Elisabetta Farella, Eugenio Parise, Marco Buiatti

Publikováno v: Developmental Cognitive Neuroscience, Vol 54, Iss , Pp 101068- (2022)

Electroencephalography (EEG) is arising as a valuable method to investigate neurocognitive functions shortly after birth. However, obtaining high-quality EEG data from human newborn recordings is challenging. Compared to adults and older infants, dat

Externí odkaz: https://doaj.org/article/7ca53a0cedea47bdaaeb9e09ccbcc76f

Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF)

Autor: Velu Prabhakar Kumaravel, Marco Buiatti, Eugenio Parise, Elisabetta Farella

Publikováno v: Sensors, Vol 22, Iss 19, p 7314 (2022)

Electroencephalogram (EEG) data are typically affected by artifacts. The detection and removal of bad channels (i.e., with poor signal-to-noise ratio) is a crucial initial step. EEG data acquired from different populations require different cleaning

Externí odkaz: https://doaj.org/article/b8f53c8b7a2f4ecba98204027d27995b

Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction

Autor: Velu Prabhakar Kumaravel, Victor Kartsch, Simone Benatti, Giorgio Vallortigara, Elisabetta Farella, Marco Buiatti

Publikováno v: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Light-weight, minimally-obtrusive mobile EEG systems with a small number of electrodes (i.e., low-density) allow for convenient monitoring of the brain activity in out-of-the-lab conditions. However, they pose a higher risk for signal contamination w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e4d50a55f81837d300960e17c183bd0
https://pubmed.ncbi.nlm.nih.gov/34891303

Cortical route for facelike pattern processing in human newborns

Autor: Elisa Giorgio, Giorgio Vallortigara, Manuela Piazza, Ermanno Baldo, Carlo Polloni, Fabrizio Taddei, Marco Buiatti, Giuseppe Menna

Publikováno v: Proceedings of the National Academy of Sciences. 116:4625-4630

Humans are endowed with an exceptional ability for detecting faces, a competence that, in adults, is supported by a set of face-specific cortical patches. Human newborns, already shortly after birth, preferentially orient to faces, even when they are

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::465eb4c32580527d5a9dcaca60e2b51c
https://doi.org/10.1073/pnas.1812419116

Conceptual and Perceptual Dimensions of Word Meaning Are Recovered Rapidly and in Parallel during Reading

Autor: Manuela Piazza, Evelyn Eger, Marco Buiatti, Valentina Borghesani

Publikováno v: Journal of Cognitive Neuroscience
Journal of Cognitive Neuroscience, Massachusetts Institute of Technology Press (MIT Press), 2019, 31 (1), pp.95-108. ⟨10.1162/jocn_a_01328⟩

A single word (the noun “ elephant”) encapsulates a complex multidimensional meaning, including both perceptual (“ big”, “ gray”, “ trumpeting”) and conceptual (“ mammal”, “ can be found in India”) features. Opposing theories

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d343123e5484892b775218e5dfa2f573
https://hal.sorbonne-universite.fr/hal-01978688