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Inguscio BMS, Mancini P, Greco A, Nicastri M, Giallini I, Leone CA, Grassia R, Di Nardo W, Di Cesare T, Rossi F, Canale A, Albera A, Giorgi A, Malerba P, Babiloni F, Cartocci G. ‘Musical effort’ and ‘musical pleasantness’: a pilot study on the neurophysiological correlates of classical music listening in adults normal hearing and unilateral cochlear implant users. HEARING, BALANCE AND COMMUNICATION 2022. [DOI: 10.1080/21695717.2022.2079325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
| | - Patrizia Mancini
- Department of Sense Organs, Sapienza University of Rome, Rome, Italy
| | - Antonio Greco
- Department of Sense Organs, Sapienza University of Rome, Rome, Italy
| | - Maria Nicastri
- Department of Sense Organs, Sapienza University of Rome, Rome, Italy
| | - Ilaria Giallini
- Department of Sense Organs, Sapienza University of Rome, Rome, Italy
| | - Carlo Antonio Leone
- Department of Otolaryngology/Head and Neck Surgery, Monaldi Hospital, Naples, Italy
| | - Rosa Grassia
- Department of Otolaryngology/Head and Neck Surgery, Monaldi Hospital, Naples, Italy
| | - Walter Di Nardo
- Otorhinolaryngology and Physiology, Catholic University of Rome, Rome, Italy
| | - Tiziana Di Cesare
- Otorhinolaryngology and Physiology, Catholic University of Rome, Rome, Italy
| | - Federica Rossi
- Otorhinolaryngology and Physiology, Catholic University of Rome, Rome, Italy
| | - Andrea Canale
- Division of Otorhinolaryngology, Department of Surgical Sciences, University of Turin, Italy
| | - Andrea Albera
- Division of Otorhinolaryngology, Department of Surgical Sciences, University of Turin, Italy
| | | | | | - Fabio Babiloni
- BrainSigns Srl, Rome, Italy
- Department of Computer Science, Hangzhou Dianzi University, Hangzhou, China
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Giulia Cartocci
- BrainSigns Srl, Rome, Italy
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
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Cannard C, Wahbeh H, Delorme A. Electroencephalography Correlates of Well-Being Using a Low-Cost Wearable System. Front Hum Neurosci 2021; 15:745135. [PMID: 35002651 PMCID: PMC8740323 DOI: 10.3389/fnhum.2021.745135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 11/15/2021] [Indexed: 12/02/2022] Open
Abstract
Electroencephalography (EEG) alpha asymmetry is thought to reflect crucial brain processes underlying executive control, motivation, and affect. It has been widely used in psychopathology and, more recently, in novel neuromodulation studies. However, inconsistencies remain in the field due to the lack of consensus in methodological approaches employed and the recurrent use of small samples. Wearable technologies ease the collection of large and diversified EEG datasets that better reflect the general population, allow longitudinal monitoring of individuals, and facilitate real-world experience sampling. We tested the feasibility of using a low-cost wearable headset to collect a relatively large EEG database (N = 230, 22-80 years old, 64.3% female), and an open-source automatic method to preprocess it. We then examined associations between well-being levels and the alpha center of gravity (CoG) as well as trait EEG asymmetries, in the frontal and temporoparietal (TP) areas. Robust linear regression models did not reveal an association between well-being and alpha (8-13 Hz) asymmetry in the frontal regions, nor with the CoG. However, well-being was associated with alpha asymmetry in the TP areas (i.e., corresponding to relatively less left than right TP cortical activity as well-being levels increased). This effect was driven by oscillatory activity in lower alpha frequencies (8-10.5 Hz), reinforcing the importance of dissociating sub-components of the alpha band when investigating alpha asymmetries. Age was correlated with both well-being and alpha asymmetry scores, but gender was not. Finally, EEG asymmetries in the other frequency bands were not associated with well-being, supporting the specific role of alpha asymmetries with the brain mechanisms underlying well-being levels. Interpretations, limitations, and recommendations for future studies are discussed. This paper presents novel methodological, experimental, and theoretical findings that help advance human neurophysiological monitoring techniques using wearable neurotechnologies and increase the feasibility of their implementation into real-world applications.
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Affiliation(s)
- Cédric Cannard
- Centre de Recherche Cerveau et Cognition (CerCo), Centre National de la Recherche Scientifique (CNRS), Paul Sabatier University, Toulouse, France
- Institute of Noetic Sciences (IONS), Petaluma, CA, United States
| | - Helané Wahbeh
- Institute of Noetic Sciences (IONS), Petaluma, CA, United States
| | - Arnaud Delorme
- Centre de Recherche Cerveau et Cognition (CerCo), Centre National de la Recherche Scientifique (CNRS), Paul Sabatier University, Toulouse, France
- Institute of Noetic Sciences (IONS), Petaluma, CA, United States
- Swartz Center for Computational Neuroscience (SCCN), Institute of Neural Computation (INC), University of California, San Diego, San Diego, CA, United States
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NeuroDante: Poetry Mentally Engages More Experts but Moves More Non-Experts, and for Both the Cerebral Approach Tendency Goes Hand in Hand with the Cerebral Effort. Brain Sci 2021; 11:brainsci11030281. [PMID: 33668815 PMCID: PMC7996310 DOI: 10.3390/brainsci11030281] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 02/17/2021] [Accepted: 02/18/2021] [Indexed: 11/17/2022] Open
Abstract
Neuroaesthetics, the science studying the biological underpinnings of aesthetic experience, recently extended its area of investigation to literary art; this was the humus where neurocognitive poetics blossomed. Divina Commedia represents one of the most important, famous and studied poems worldwide. Poetry stimuli are characterized by elements (meter and rhyme) promoting the processing fluency, a core aspect of neuroaesthetics theories. In addition, given the evidence of different neurophysiological reactions between experts and non-experts in response to artistic stimuli, the aim of the present study was to investigate, in poetry, a different neurophysiological cognitive and emotional reaction between Literature (L) and Non-Literature (NL) students. A further aim was to investigate whether neurophysiological underpinnings would support explanation of behavioral data. Investigation methods employed: self-report assessments (recognition, appreciation, content recall) and neurophysiological indexes (approach/withdrawal (AW), cerebral effort (CE) and galvanic skin response (GSR)). The main behavioral results, according to fluency theories in aesthetics, suggested in the NL but not in the L group that the appreciation/liking went hand by hand with the self-declared recognition and with the content recall. The main neurophysiological results were: (i) higher galvanic skin response in NL, whilst higher CE values in L; (ii) a positive correlation between AW and CE indexes in both groups. The present results extended previous evidence relative to figurative art also to auditory poetry stimuli, suggesting an emotional attenuation “expertise-specific” showed by experts, but increased cognitive processing in response to the stimuli.
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Chabin T, Gabriel D, Chansophonkul T, Michelant L, Joucla C, Haffen E, Moulin T, Comte A, Pazart L. Cortical Patterns of Pleasurable Musical Chills Revealed by High-Density EEG. Front Neurosci 2020; 14:565815. [PMID: 33224021 PMCID: PMC7670092 DOI: 10.3389/fnins.2020.565815] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 09/29/2020] [Indexed: 01/02/2023] Open
Abstract
Music has the capacity to elicit strong positive feelings in humans by activating the brain's reward system. Because group emotional dynamics is a central concern of social neurosciences, the study of emotion in natural/ecological conditions is gaining interest. This study aimed to show that high-density EEG (HD-EEG) is able to reveal patterns of cerebral activities previously identified by fMRI or PET scans when the subject experiences pleasurable musical chills. We used HD-EEG to record participants (11 female, 7 male) while listening to their favorite pleasurable chill-inducing musical excerpts; they reported their subjective emotional state from low pleasure up to chills. HD-EEG results showed an increase of theta activity in the prefrontal cortex when arousal and emotional ratings increased, which are associated with orbitofrontal cortex activation localized using source localization algorithms. In addition, we identified two specific patterns of chills: a decreased theta activity in the right central region, which could reflect supplementary motor area activation during chills and may be related to rhythmic anticipation processing, and a decreased theta activity in the right temporal region, which may be related to musical appreciation and could reflect the right superior temporal gyrus activity. The alpha frontal/prefrontal asymmetry did not reflect the felt emotional pleasure, but the increased frontal beta to alpha ratio (measure of arousal) corresponded to increased emotional ratings. These results suggest that EEG may be a reliable method and a promising tool for the investigation of group musical pleasure through musical reward processing.
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Affiliation(s)
- Thibault Chabin
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
| | - Damien Gabriel
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle et Neurostimulation – Neuraxess, Centre Hospitalier Universitaire de Besançon, Université Bourgogne Franche-Comté, Besançon, France
| | - Tanawat Chansophonkul
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
| | - Lisa Michelant
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
| | - Coralie Joucla
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
| | - Emmanuel Haffen
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle et Neurostimulation – Neuraxess, Centre Hospitalier Universitaire de Besançon, Université Bourgogne Franche-Comté, Besançon, France
| | - Thierry Moulin
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle et Neurostimulation – Neuraxess, Centre Hospitalier Universitaire de Besançon, Université Bourgogne Franche-Comté, Besançon, France
| | - Alexandre Comte
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle et Neurostimulation – Neuraxess, Centre Hospitalier Universitaire de Besançon, Université Bourgogne Franche-Comté, Besançon, France
| | - Lionel Pazart
- Laboratoire de Neurosciences Intégratives et Cliniques, EA 481, Université Bourgogne Franche-Comté, Besançon, France
- INSERM CIC 1431, Centre d’Investigation Clinique de Besançon, Centre Hospitalier Universitaire de Besançon, Besançon, France
- Plateforme de Neuroimagerie Fonctionnelle et Neurostimulation – Neuraxess, Centre Hospitalier Universitaire de Besançon, Université Bourgogne Franche-Comté, Besançon, France
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Cartocci G, Maglione AG, Vecchiato G, Modica E, Rossi D, Malerba P, Marsella P, Scorpecci A, Giannantonio S, Mosca F, Leone CA, Grassia R, Babiloni F. Frontal brain asymmetries as effective parameters to assess the quality of audiovisual stimuli perception in adult and young cochlear implant users. ACTA ACUST UNITED AC 2019; 38:346-360. [PMID: 30197426 PMCID: PMC6146571 DOI: 10.14639/0392-100x-1407] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 08/01/2017] [Indexed: 11/23/2022]
Abstract
How is music perceived by cochlear implant (CI) users? This question arises as “the next step” given the impressive performance obtained by these patients in language perception. Furthermore, how can music perception be evaluated beyond self-report rating, in order to obtain measurable data? To address this question, estimation of the frontal electroencephalographic (EEG) alpha activity imbalance, acquired through a 19-channel EEG cap, appears to be a suitable instrument to measure the approach/withdrawal (AW index) reaction to external stimuli. Specifically, a greater value of AW indicates an increased propensity to stimulus approach, and vice versa a lower one a tendency to withdraw from the stimulus. Additionally, due to prelingually and postlingually deafened pathology acquisition, children and adults, respectively, would probably differ in music perception. The aim of the present study was to investigate children and adult CI users, in unilateral (UCI) and bilateral (BCI) implantation conditions, during three experimental situations of music exposure (normal, distorted and mute). Additionally, a study of functional connectivity patterns within cerebral networks was performed to investigate functioning patterns in different experimental populations. As a general result, congruency among patterns between BCI patients and control (CTRL) subjects was seen, characterised by lowest values for the distorted condition (vs. normal and mute conditions) in the AW index and in the connectivity analysis. Additionally, the normal and distorted conditions were significantly different in CI and CTRL adults, and in CTRL children, but not in CI children. These results suggest a higher capacity of discrimination and approach motivation towards normal music in CTRL and BCI subjects, but not for UCI patients. Therefore, for perception of music CTRL and BCI participants appear more similar than UCI subjects, as estimated by measurable and not self-reported parameters.
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Affiliation(s)
- G Cartocci
- Department of Molecular Medicine, Sapienza University of Rome, Italy.,These authors equally contributed to the present article
| | - A G Maglione
- BrainSigns Srl, Rome, Italy.,These authors equally contributed to the present article
| | - G Vecchiato
- Department of Molecular Medicine, Sapienza University of Rome, Italy
| | - E Modica
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Sapienza University of Rome, Italy
| | - D Rossi
- Department of Anatomical, Histological, Forensic & Orthopedic Sciences, Sapienza University of Rome, Italy
| | - P Malerba
- Cochlear Italia Srl., Bologna, Italy
| | - P Marsella
- Department of Otorhinolaryngology, Audiology and Otology Unit, "Bambino Gesù" Pediatric Hospital, Rome, Italy
| | - A Scorpecci
- Department of Otorhinolaryngology, Audiology and Otology Unit, "Bambino Gesù" Pediatric Hospital, Rome, Italy
| | - S Giannantonio
- Department of Otorhinolaryngology, Audiology and Otology Unit, "Bambino Gesù" Pediatric Hospital, Rome, Italy
| | - F Mosca
- ENT Department, Azienda Ospedaliera Dei Colli Monaldi, Naples, Italy
| | - C A Leone
- ENT Department, Azienda Ospedaliera Dei Colli Monaldi, Naples, Italy
| | - R Grassia
- ENT Department, Azienda Ospedaliera Dei Colli Monaldi, Naples, Italy
| | - F Babiloni
- Department of Molecular Medicine, Sapienza University of Rome, Italy.,BrainSigns Srl, Rome, Italy
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Antismoking Campaigns' Perception and Gender Differences: A Comparison among EEG Indices. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2019; 2019:7348795. [PMID: 31143204 PMCID: PMC6501276 DOI: 10.1155/2019/7348795] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 03/24/2019] [Indexed: 12/22/2022]
Abstract
Human factors' aim is to understand and evaluate the interactions between people and tasks, technologies, and environment. Among human factors, it is possible then to include the subjective reaction to external stimuli, due to individual's characteristics and states of mind. These processes are also involved in the perception of antismoking public service announcements (PSAs), the main tool for governments to contrast the first cause of preventable deaths in the world: tobacco addiction. In the light of that, in the present article, it has been investigated through the comparison of different electroencephalographic (EEG) indices a typical item known to be able of influencing PSA perception, that is gender. In order to investigate the neurophysiological underpinnings of such different perception, we tested two PSAs: one with a female character and one with a male character. Furthermore, the experimental sample was divided into men and women, as well as smokers and nonsmokers. The employed EEG indices were the mental engagement (ME: the ratio between beta activity and the sum of alpha and theta activity); the approach/withdrawal (AW: the frontal alpha asymmetry in the alpha band); and the frontal theta activity and the spectral asymmetry index (SASI: the ratio between beta minus theta and beta plus theta). Results suggested that the ME and the AW presented an opposite trend, with smokers showing higher ME and lower AW than nonsmokers. The ME and the frontal theta also evidenced a statistically significant interaction between the kind of the PSA and the gender of the observers; specifically, women showed higher ME and frontal theta activity for the male character PSA. This study then supports the usefulness of the ME and frontal theta for purposes of PSAs targeting on the basis of gender issues and of the ME and the AW and for purposes of PSAs targeting on the basis of smoking habits.
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Maglione AG, Scorpecci A, Malerba P, Marsella P, Giannantonio S, Colosimo A, Babiloni F, Vecchiato G. Alpha EEG Frontal Asymmetries during Audiovisual Perception in Cochlear Implant Users. Methods Inf Med 2018; 54:500-4. [DOI: 10.3414/me15-01-0005] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Accepted: 03/27/2015] [Indexed: 11/09/2022]
Abstract
SummaryObjectives: The aim of the present study is to investigate the variations of the electroencephalographic (EEG) alpha rhythm in order to measure the appreciation of bilateral and unilateral young cochlear implant users during the observation of a musical cartoon. The cartoon has been modified for the generation of three experimental conditions: one with the original audio, another one with a distorted sound and, finally, a mute version.Methods: The EEG data have been recorded during the observation of the cartoons in the three experimental conditions. The frontal alpha EEG imbalance has been calculated as a measure of motivation and pleasantness to be compared across experimental populations and conditions.Results: The EEG frontal imbalance of the alpha rhythm showed significant variations during the perception of the different cartoons. In particular, the pattern of activation of normal-hearing children is very similar to the one elicited by the bilateral implanted patients. On the other hand, results related to the unilateral subjects do not present significant variations of the imbalance index across the three cartoons.Conclusion: The presented results suggest that the unilateral patients could not appreciate the difference in the audio format as well as bilaterally implanted and normal hearing subjects. The frontal alpha EEG imbalance is a useful tool to detect the differences in the appreciation of audiovisual stimuli in cochlear implant patients.
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Different perception of musical stimuli in patients with monolateral and bilateral cochlear implants. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2014; 2014:876290. [PMID: 25180046 PMCID: PMC4142295 DOI: 10.1155/2014/876290] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2014] [Accepted: 07/01/2014] [Indexed: 11/30/2022]
Abstract
The aim of the present study is to measure the perceived pleasantness during the observation of a musical video clip in a group of cochlear implanted adult patients when compared to a group of normal hearing subjects. This comparison was performed by using the imbalance of the EEG power spectra in alpha band over frontal areas as a metric for the perceived pleasantness. Subjects were asked to watch a musical video clip in three different experimental conditions: with the original audio included (Norm), with a distorted version of the audio (Dist), and without the audio (Mute). The frontal EEG imbalance between the estimated power spectra for the left and right prefrontal areas has been calculated to investigate the differences among the two populations. Results suggested that the perceived pleasantness of the musical video clip in the normal hearing population and in the bilateral cochlear implanted populations has similar range of variation across the different stimulations (Norm, Dist, and Mute), when compared to the range of variation of video clip's pleasantness for the monolateral cochlear implanted population. A similarity exists in the trends of the perceived pleasantness across the different experimental conditions in the mono- and bilaterally cochlear implanted patients.
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Vecchiato G, Maglione AG, Scorpecci A, Malerba P, Graziani I, Cherubino P, Astolfi L, Marsella P, Colosimo A, Babiloni F. Differences in the perceived music pleasantness between monolateral cochlear implanted and normal hearing children assessed by EEG. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2013; 2013:5422-5. [PMID: 24110962 DOI: 10.1109/embc.2013.6610775] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The perception of the music in cochlear implanted (CI) patients is an important aspect of their quality of life. In fact, the pleasantness of the music perception by such CI patients can be analyzed through a particular analysis of EEG rhythms. Studies on healthy subjects show that exists a particular frontal asymmetry of the EEG alpha rhythm which can be correlated with pleasantness of the perceived stimuli (approach-withdrawal theory). In particular, here we describe differences between EEG activities estimated in the alpha frequency band for a monolateral CI group of children and a normal hearing one during the fruition of a musical cartoon. The results of the present analysis showed that the alpha EEG asymmetry patterns related to the normal hearing group refers to a higher pleasantness perception when compared to the cerebral activity of the monolateral CI patients. In fact, the present results support the statement that a monolateral CI group could perceive the music in a less pleasant way when compared to normal hearing children.
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