MEMD-HHT based Emotion Detection from EEG using 3D CNN

Author:

Islam Monira1,Lee Tan1

Affiliation:

1. The Chinese University of Hong Kong,Department of Electronic Engineering,Sha Tin, New territory,Hong Kong

Publisher

IEEE

Reference25 articles.

1. Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network

2. A joint framework for multivariate signal denoising using multivariate empirical mode decomposition

3. SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG

4. Emotion recognition based on EEG using LSTM recurrent neural network;alhagry;Emotion,2017

5. An efficient LSTM network for emotion recognition from multichannel EEG signals;du;IEEE Transactions on Affective Computing,2020

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1. Human Behaviour Analysis Using CNN;SHS Web of Conferences;2024

2. Human-building interaction for indoor environmental control: Evolution of technology and future prospects;Automation in Construction;2023-08

3. Functional Connectivity Analysis in Multi-channel EEG for Emotion Detection with Phase Locking Value and 3D CNN;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

4. EMOTION RECOGNITION FROM EEG SIGNALS BASED ON OPTIMIZATION OF MUTUAL INFORMATION;2023 International Symposium on Devices, Circuits and Systems (ISDCS);2023-05-29

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