Performance evaluation of multi-channel electroencephalogram signal (EEG) based time frequency analysis for human emotion recognition

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

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Computing, Computer Science, Neuroscience +17

Differential entropy feature for EEG-based emotion classification

Ruo-Nan Duan, Jiayi Zhu, Bao‐Liang Lu · 2013 · 1K citations

Engineering, Electrical Engineering, Neuroscience +17

Classification of human emotion from EEG using discrete wavelet transform

M. Murugappan, Nagarajan Ramachandran, Yaacob Sazali · Journal of Biomedical Science and Engineering · 2010 · 436 citations · Full text

Engineering, Biomedical Engineering, Electrical Engineering +17

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations

Peiyang Li, Huan Liu, Yajing Si et al. · IEEE Transactions on Biomedical Engineering · 2019 · 394 citations

Life Sciences, Biomedical Engineering, Neuroscience +17

Exploring EEG Features in Cross-Subject Emotion Recognition

Xiang Li, Dawei Song, Peng Zhang et al. · Frontiers in Neuroscience · 2018 · 362 citations · Full text

Computing, Neuroscience, Biomedical Signal Processing +16