Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks

Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks

The visual design elements and principles (VDEPs) can trigger behavioural changes and emotions in the viewer, but their effects on brain activity are not clearly understood. In this paper, we explore the relationships between brain activity and colour (cold/warm), light (dark/bright), movement (fast...

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Bibliographic Details
Main Authors: Francisco E. Cabrera, Pablo Sánchez-Núñez, Gustavo Vaccaro, José Ignacio Peláez, Javier Escudero
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
EEG
emotion classification
CNN
spectral analysis
visual perception
visual attention
Online Access:https://www.mdpi.com/1424-8220/21/14/4695

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https://www.mdpi.com/1424-8220/21/14/4695

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