In the neuroscience field, the use of advanced techniques of EEG recording and analysis, led to look for adequate methodology to prevent type I errors, which occur in computing thousands of univariate tests in order to highlight the brain areas in which significant activity arises. In this paper we illustrate the capability of tracking the brain activity during tasks consisting in tennis playing imagery and spatial navigation imagery, by using advanced high resolution EEG methodology accompanied by the use of appropriate statistical techniques that takes into account the risk of the Type I errors. Results showed that in the Spatial Navigation condition the power spectra activity is significantly different from the rest in the bilateral parietal areas and left motor area, while in the Tennis condition the cortical activity differs from the rest in bilateral parietal areas and in the left sensory-motor cortex. These preliminary findings are in partial accordance with previous hemodynamic studies.

Spectral analysis of the cerebral activity during voluntary modulation of mental states: A high resolution EEG study / Toppi, Jlenia; Babiloni, Fabio; Cincotti, Febo; DE VICO FALLANI, Fabrizio; Vecchiato, Giovanni; Salinari, Serenella; D., Mattia; Astolfi, Laura. - STAMPA. - (2011), pp. 285-288. (Intervento presentato al convegno International Conference on Bio-Inspired Systems and Signal Processing, BIOSIGNALS 2011 tenutosi a Rome, Italy nel 26 January 2011 through 29 January 2011) [10.5220/0003168902850288].

Spectral analysis of the cerebral activity during voluntary modulation of mental states: A high resolution EEG study

TOPPI, JLENIA;BABILONI, Fabio;CINCOTTI, FEBO;DE VICO FALLANI, FABRIZIO;VECCHIATO, GIOVANNI;SALINARI, Serenella;ASTOLFI, LAURA
2011

Abstract

In the neuroscience field, the use of advanced techniques of EEG recording and analysis, led to look for adequate methodology to prevent type I errors, which occur in computing thousands of univariate tests in order to highlight the brain areas in which significant activity arises. In this paper we illustrate the capability of tracking the brain activity during tasks consisting in tennis playing imagery and spatial navigation imagery, by using advanced high resolution EEG methodology accompanied by the use of appropriate statistical techniques that takes into account the risk of the Type I errors. Results showed that in the Spatial Navigation condition the power spectra activity is significantly different from the rest in the bilateral parietal areas and left motor area, while in the Tennis condition the cortical activity differs from the rest in bilateral parietal areas and in the left sensory-motor cortex. These preliminary findings are in partial accordance with previous hemodynamic studies.
2011
International Conference on Bio-Inspired Systems and Signal Processing, BIOSIGNALS 2011
false discovery rate correction; mental imagery task; correction for multiple comparisons; bonferroni correction; high resolution eeg; spectral cortical maps
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Spectral analysis of the cerebral activity during voluntary modulation of mental states: A high resolution EEG study / Toppi, Jlenia; Babiloni, Fabio; Cincotti, Febo; DE VICO FALLANI, Fabrizio; Vecchiato, Giovanni; Salinari, Serenella; D., Mattia; Astolfi, Laura. - STAMPA. - (2011), pp. 285-288. (Intervento presentato al convegno International Conference on Bio-Inspired Systems and Signal Processing, BIOSIGNALS 2011 tenutosi a Rome, Italy nel 26 January 2011 through 29 January 2011) [10.5220/0003168902850288].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/472675
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