Projects per year
Abstract
Light is omnipresent, surrounding us at every given moment, promoting different sensations and emotions. However, as we sense the light we do not only perceive it through our eyes, but our skin as well, as the epidermal contains photosensitive receptors similar to the retina, the opsins. In this study the sensations from the skin were measured through electroencephalography (EEG) to understand its contribution to our experience of light. For this experiment the subjects were blindfolded and placed in a daylight isolated room with artificial light. Here they were exposed to red, green and blue light as well as darkness. Through a temporal spectrum evolution
(TSE) and a machine learning algorithm for visualizing highly dimensional data (t-SNE) the color based perception signatures were found to be distinguishable. T-SNE clustered the TSE maps into four separable segments, one for each scenario. Inside each of these clusters unique delta, theta, alpha and beta event related desynchronization and synchronization (ERD/ERS) biomarkers could be found. These biomarkers could cultivate the idea that when red and blue are sensed through the skin they elicit cortical arousal and awareness, while green promotes calmness
and relaxation.
(TSE) and a machine learning algorithm for visualizing highly dimensional data (t-SNE) the color based perception signatures were found to be distinguishable. T-SNE clustered the TSE maps into four separable segments, one for each scenario. Inside each of these clusters unique delta, theta, alpha and beta event related desynchronization and synchronization (ERD/ERS) biomarkers could be found. These biomarkers could cultivate the idea that when red and blue are sensed through the skin they elicit cortical arousal and awareness, while green promotes calmness
and relaxation.
Original language | English |
---|---|
Title of host publication | 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE) |
Number of pages | 8 |
Publisher | IEEE |
Publication date | Oct 2019 |
Pages | 609 - 616 |
Article number | 8941636 |
ISBN (Electronic) | 9781728146171 |
DOIs | |
Publication status | Published - Oct 2019 |
Event | 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE) - Duration: 28 Oct 2019 → 30 Oct 2019 https://ieeexplore.ieee.org/xpl/conhome/8936463/proceeding |
Conference
Conference | 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE) |
---|---|
Period | 28/10/2019 → 30/10/2019 |
Internet address |
Series | International Conference on Bioinformatics and Bioengineering |
---|---|
ISSN | 2471-7819 |
Keywords
- Light
- EEG
- Electroencephalography
- Machine Learning
- Colored Light
- Perception
- Somato-sensory cortex
- Data Visualization
- Unsupervised learning
- Opsins
- Colored light
Fingerprint
Dive into the research topics of 'Experiencing the Light Through our Skin - An EEG Study of Colored Light on Blindfolded Subjects: an EEG Study of Colored Light on Blindfolded Subjects'. Together they form a unique fingerprint.Projects
- 1 Finished
-
The Ambience Potential of Coloured Illuminations in Healthcare Environments
Nielsen, S. M. L.
01/02/2017 → 30/09/2021
Project: Research
Research output
- 3 Citations
- 1 PhD thesis
-
The Feel of Light: The Atmospheric Potential of Coloured Illuminations
Nielsen, S. M. L., 2021Research output: PhD thesis