Computational Intelligence and Neuroscience

Review Article

EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities

Table 5

Common EEG headset recordings, placements, and types of brainwave recordings.


Research author	EEG headset model used	Brief description of electrode placements	Frequency bands recorded

[102]	BioSemi ActiveTwo	Prefrontal, prefrontal-frontal, frontal, frontal-central, temporal, central, central-parietal, parietal, parietal-occipital, occipital	Theta, alpha, lower-beta, upper-beta, gamma
[130]	NeuroSky MindWave	Prefrontal	Delta, theta, low-alpha, high-alpha, low-beta, high-beta, low-gamma, mid-gamma
[120]	actiChamp	Frontal, central, parietal, occipital	Delta, theta, alpha, beta, gamma
[109]	AgCl Electrode Cap	—	Delta, theta, alpha, beta, gamma
[103]	BioSemi ActiveTwo	Frontal	Delta, theta, alpha, beta, gamma
[104]	BioSemi ActiveTwo	Prefrontal, prefrontal-frontal, frontal, frontal-central, temporal, central, central-parietal, parietal, parietal-occipital, occipital	Delta, theta, alpha, beta, gamma
[105]	BioSemi ActiveTwo	Prefrontal, prefrontal-frontal, frontal, frontal-central, temporal, central, central-parietal, parietal, parietal-occipital, occipital	Delta, theta, alpha, beta, gamma
[117]	Emotiv EPOC+	Prefrontal-frontal, frontal, frontal-central, temporal, parietal, occipital, frontal-central	Delta, theta, alpha, beta, gamma
[58]	Muse	Temporal-parietal, prefrontal-frontal	Delta, theta, alpha, beta, gamma
[107]	NeuroSky MindWave	Prefrontal	Delta, theta, alpha, beta, gamma
[119]	Emotiv EPOC+	Prefrontal-frontal, frontal, frontal-central, temporal, parietal, occipital, frontal-central	Alpha, low-beta, high-beta, gamma, theta
[101]	BioSemi ActiveTwo	Prefrontal, prefrontal-frontal, frontal, frontal-central, temporal, central, central-parietal, parietal, parietal-occipital, occipital	Alpha, beta
[112]	Ag/AgCK Subtered Ring Electrodes	Fp1, T3, F7, O1, T4, Fp2, C3, T5, F3, P3, T6, P4, O2, F4, F8	—
[113]	B-Alert X10	Frontal, central, parietal	—
[100]	BioSemi ActiveTwo	Prefrontal, prefrontal-frontal, frontal, frontal-central, temporal, central, central-parietal, parietal, parietal-occipital, occipital	—