Analyzing the Creative Potential of Subjects Using EEG-Induced Capsule Graph Neural Network

The paper introduces an innovative approach to evaluate the creative potential of individuals based on their analogical reasoning abilities, utilizing an Electroencephalography based data acquisition system. The brain signals recorded during analogical problem-solving tasks undergo pre-processing an...

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Bibliographic Details

Published in:	Proceedings of ... International Joint Conference on Neural Networks pp. 1 - 8
Main Authors:	Ghosh, Sayantani, Konar, Amit, Nagar, Atulya K
Format:	Conference Proceeding
Language:	English
Published:	IEEE 30.06.2024
Subjects:	brain connectivity Brain modeling Electroencephalogram (EEG) Feature extraction graph neural network Graph neural networks Heuristic algorithms Orbits Scientific creativity Statistical analysis Technological innovation
ISSN:	2161-4407
Online Access:	Get full text
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