title: EEG-based index for engagement level monitoring during sustained attention.
abstract: This paper investigates the relation between mental engagement level and sustained attention in 9 healthy adults performing a Conners' "not-X" continuous performance test (CPT), while their electroencephalographic (EEG) activity was simultaneously acquired. Spectral powers were estimated and extracted in the classical EEG frequency bands. The engagement index (β/α) was calculated employing four different cortical montages suggested by the literature. Results show the efficacy of the estimated measures in detecting changes in mental state and its correlation with subject reaction times throughout the test. Moreover, the influence of the recording sites was proved underling the role of frontal cortex in maintaining a constant sustained attention level.
authors.forename: Stefania
authors.initials: S
authors.lastname: Coelli
authors.forename: Roberta
authors.initials: R
authors.lastname: Sclocco
authors.forename: Riccardo
authors.initials: R
authors.lastname: Barbieri
authors.forename: Gianluigi
authors.initials: G
authors.lastname: Reni
authors.forename: Claudio
authors.initials: C
authors.lastname: Zucca
authors.forename: Anna Maria
authors.initials: AM
authors.lastname: Bianchi
mesh_terms: D001288:Attention; D004569:Electroencephalography; D006801:Humans; D011930:Reaction Time