Summary
This paper discusses the use of machine learning to create intelligent lighting systems that can adapt to user preferences and environmental context, with a focus on office breakout areas.
Categories
Lighting Design Considerations: The paper discusses the design and implementation of intelligent lighting systems in office environments, using machine learning to adapt to user preferences and environmental context.
Cognitive function and memory: The paper mentions the role of light-sensitive proteins in short-term memory, which are affected by the type of light present in the environment.
Well-being: The paper discusses the impact of lighting on people's mood and well-being, and how intelligent lighting systems can improve the quality of life by adapting to user needs and preferences.
Author(s)
AK Gopalakrishna
Publication Year
2015
Related Publications
Lighting Design Considerations
- Color appearance models
- Melanopsin-positive intrinsically photosensitive retinal ganglion cells: from form to function
- Acute alerting effects of light: A systematic literature review
- Form and function of the M4 cell, an intrinsically photosensitive retinal ganglion cell type contributing to geniculocortical vision
- Melanopsin and rod–cone photoreceptors play different roles in mediating pupillary light responses during exposure to continuous light in humans
Cognitive function and memory
- Phototransduction by retinal ganglion cells that set the circadian clock
- The two‐process model of sleep regulation: a reappraisal
- Strange vision: ganglion cells as circadian photoreceptors
- Information processing in the primate retina: circuitry and coding
- Melanopsin-positive intrinsically photosensitive retinal ganglion cells: from form to function
Well-being
- Acute alerting effects of light: A systematic literature review
- Effects of artificial dawn and morning blue light on daytime cognitive performance, well-being, cortisol and melatonin levels
- Can light make us bright? Effects of light on cognition and sleep
- Light pollution, circadian photoreception, and melatonin in vertebrates
- Kruithof's rule revisited using LED illumination