Deep learning-based multi-brain capsule network for Next-Gen Clinical Emotion recognition using EEG signals

Deep learning-based multi-brain capsule network for Next-Gen Clinical Emotion recognition using EEG signals

Deep learning techniques are crucial for next-generation clinical applications, particularly in Next-Gen Clinical Emotion recognition. To enhance classification accuracy, we propose an Attention mechanism based Capsule Network Model (At-CapNet) for Multi-Brain Region. EEG-tNIRS signals were collecte...

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Bibliographic Details
Main Authors: Ritu Dahiya, Mamatha G, Shila Sumol Jawale, Santanu Das, Sagar Choudhary, Vinod Motiram Rathod, Bhawna Janghel Rajput
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Neuroscience Informatics
Subjects:
Clinical emotion recognition
Transactional NIRS
Capsule network
Deep learning
EEG
Online Access:http://www.sciencedirect.com/science/article/pii/S2772528625000184
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