ArticleFrontiers in neuroinformatics2019
Exploring EEG Effective Connectivity Network in Estimating Influence of Color on Emotion and Memory.
Article in Frontiers in neuroinformatics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 52 citations in OpenAlex.
- The impact of the number of regions of interest and their configurations on EEG brain-connectivity in emotion recognition.Cognitive processing · 2026Article
- Photomediated ion dynamics enables multi-modal learning, memory and sensing in ultralow-voltage organic electrochemical device.Nature communications · 2025Article
- Educational multimedia design principles affect local and global information processing in functional brain networks.Scientific reports · 2025Article
- A multi-subject and multi-session EEG dataset for modelling human visual object recognition.Scientific data · 2025Article
- Effects of head alignment devices on working memory and postural support during computer work.PloS one · 2024Article
- Resting-state EEG features modulated by depressive state in healthy individuals: insights from theta PSD, theta-beta ratio, frontal-parietal PLV, and sLORETA.Frontiers in human neuroscience · 2024Article
- Brain activity characteristics of RGB stimulus: an EEG study.Scientific reports · 2023Article
- Emotion Recognition Using a Novel Granger Causality Quantifier and Combined Electrodes of EEG.Brain sciences · 2023Article
- Development of EEG connectivity from preschool to school-age children.Frontiers in neuroscience · 2023Article
- Machine learning for the detection of social anxiety disorder using effective connectivity and graph theory measures.Frontiers in psychiatry · 2023Article
- Investigation of Spatiotemporal Profiles of Single-Pulse TMS-Evoked Potentials with Active Stimulation Compared with a Novel Sham Condition.Biosensors · 2022Article
- A survey of brain network analysis by electroencephalographic signals.Cognitive neurodynamics · 2022Article
- Resting-state occipito-frontal alpha connectome is linked to differential word learning ability in adult learners.Frontiers in neuroscience · 2022Article
- Dopaminergic Modulation of Local Non-oscillatory Activity and Global-Network Properties in Parkinson's Disease: An EEG Study.Frontiers in aging neuroscience · 2022Article
- Effective Connectivity for Decoding Electroencephalographic Motor Imagery Using a Probabilistic Neural Network.Sensors (Basel, Switzerland) · 2021Article
- Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks.Sensors (Basel, Switzerland) · 2021Article
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- Postural supporting cervical traction workstation to improve resting state brain activity in digital device users: EEG study.Digital healthArticle
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Color is a perceptual stimulus that has a significant impact on improving human emotion and memory. Studies have revealed that colored multimedia learning materials (MLMs) have a positive effect on learner's emotion and learning where it was assessed by subjective/objective measurements. This study aimed to quantitatively assess the influence of colored MLMs on emotion, cognitive processes during learning, and long-term memory (LTM) retention using electroencephalography (EEG). The dataset consisted of 45 healthy participants, and MLMs were designed in colored or achromatic illustrations to elicit emotion and that to assess its impact on LTM retention after 30-min and 1-month delay. The EEG signal analysis was first started to estimate the effective connectivity network (ECN) using the phase slope index and expand it to characterize the ECN pattern using graph theoretical analysis. EEG results showed that colored MLMs had influences on theta and alpha networks, including (1) an increased frontal-parietal connectivity (top-down processing), (2) a larger number of brain hubs, (3) a lower clustering coefficient, and (4) a higher local efficiency, indicating that color influences information processing in the brain, as reflected by ECN, together with a significant improvement in learner's emotion and memory performance. This is evidenced by a more positive emotional valence and higher recall accuracy for groups who learned with colored MLMs than that of achromatic MLMs. In conclusion, this paper demonstrated how the EEG ECN parameters could help quantify the influences of colored MLMs on emotion and cognitive processes during learning.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.