Exploring the Mental State Intersection by Brain-Computer Interfaces, Cellular Automata and Biofeedback Article Swipe
Tommaso Colafiglio
,
Domenico Lofù
,
Paolo Sorino
,
Fabrizio Festa
,
Tommaso Di Noia
,
Eugenio Di Sciascio
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/eurocon56442.2023.10198964
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1109/eurocon56442.2023.10198964
Brain-Computer Interfaces (BCI) allows systems to be controlled by signals derived from Electroencephalogram (EEG) analysis. Several low-cost electroencephalographs are available on the market that provides high-quality EEG signals. A very interesting approach in this domain is to represent a user's mental state by using an EEG signal. In this paper, we propose a method to represent and describe the user's mental state by exploiting Cellular Automata (CA). Using BCI, CA, and Autoencoder Neural Network we provide a graphical description and audible representation of the current mental state of the user wearing the device. We demonstrated experimentally the capability of generating a representation of the mental states, both CA and sound texture, while at the same time can be exploited as a biofeedback approach.
Related Topics
Concepts
Computer science
Brain–computer interface
Electroencephalography
Intersection (aeronautics)
Autoencoder
Representation (politics)
Biofeedback
Human–computer interaction
Automaton
SIGNAL (programming language)
Artificial intelligence
Artificial neural network
Programming language
Neuroscience
Psychology
Political science
Law
Aerospace engineering
Politics
Engineering
Psychiatry
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1109/eurocon56442.2023.10198964
- OA Status
- green
- Cited By
- 3
- References
- 21
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4385624312
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4385624312Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1109/eurocon56442.2023.10198964Digital Object Identifier
- Title
-
Exploring the Mental State Intersection by Brain-Computer Interfaces, Cellular Automata and BiofeedbackWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-07-06Full publication date if available
- Authors
-
Tommaso Colafiglio, Domenico Lofù, Paolo Sorino, Fabrizio Festa, Tommaso Di Noia, Eugenio Di SciascioList of authors in order
- Landing page
-
https://doi.org/10.1109/eurocon56442.2023.10198964Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://hdl.handle.net/11573/1699389Direct OA link when available
- Concepts
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Computer science, Brain–computer interface, Electroencephalography, Intersection (aeronautics), Autoencoder, Representation (politics), Biofeedback, Human–computer interaction, Automaton, SIGNAL (programming language), Artificial intelligence, Artificial neural network, Programming language, Neuroscience, Psychology, Political science, Law, Aerospace engineering, Politics, Engineering, PsychiatryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
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2025: 3Per-year citation counts (last 5 years)
- References (count)
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21Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| publication_date | 2023-07-06 |
| publication_year | 2023 |
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