Data · dataset · 2022
Data for: ERP markers of visual and auditory imagery: a ‘mind reading’ approach for BCI systems
Listed in Bicocca Open Archive Research Data
Grand-average ERP waveforms recorded during mental imagery and perception of visual and auditory stimuli in a large group of healthy right-handed participants.
Description
Visual and auditory stimuli representing biologically relevant categories (e.g., faces, animals, voices…) were presented to 30 participants during a perceptual and an imagery condition, to collect the corresponding neural electrical signals. Unprecedented electro-physiological markers of imagery (in absence of sensory stimulation) were identified showing a specific response at given scalp sites and latency during imagination of infants (centroparietal positivity, CPP and late CPP), human faces (anterior negativity, AN), animals (anterior positivity, AP), music (P300), speech (N400), vocalizations (P2-like) and sensory (visual vs. auditory) modality (PN300).
These ERP markers might be precious tools for BCI systems (pattern recognition, classification or A.I. algorithms) applied to patients affected by consciousness disorders (e.g., in a vegetative or comatose state) or locked-in-patients (e.g. spinal or SLA patients).
Links
Where it is published
- DOI doi.org/10.17632/h7dm83vgvn.1 ↗
DOI / persistent id · from board unimib it
Catalogue records · 1
- OAI-PMH record board.unimib.it/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Aboar… ↗
metadata API · from board unimib it
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Bicocca Open Archive Research Data | oai:board.unimib.it/h7dm83vgvn.1 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3603 | enrichment · board unimib it | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:earth-environmental | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:engineering | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:humanities | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[field].local:field:social-science | mapping · board unimib it | connector:board_unimib_it@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · board unimib it | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · board unimib it | connector:board_unimib_it@1.0.0 | /metadata/dc/description |
| publication_date | source · board unimib it | connector:board_unimib_it@1.0.0 | |
| title | source · board unimib it | connector:board_unimib_it@1.0.0 | /metadata/dc/title |