Parallel Sequence-Channel Projection Convolutional Neural Network for EEG-Based Emotion Recognition

Parallel Sequence-Channel Projection Convolutional Neural Network for EEG-Based Emotion Recognition

One of the challenges in emotion recognition is finding an effective way to represent spatial-temporal features from EEG. To fully utilize the features on multiple dimensions of EEG signals, we propose a parallel sequence-channel projection convolutional neural network, including temporal stream sub...

Full description

Bibliographic Details
Main Authors: Lili Shen, Wei Zhao, Yanan Shi, Tianyi Qin, Bingzheng Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Emotion recognition
multi-channel EEG
data augmentation
length-synchronized convolutional kernel
spatial-temporal feature
Online Access:https://ieeexplore.ieee.org/document/9265254/

Internet

https://ieeexplore.ieee.org/document/9265254/

Similar Items