基于DBN和RF的跨被试情绪识别研究

王发旺, 陈睿, 伏云发

Cross⁃subject emotion recognition based on DBN and RF

Fawang Wang, Rui Chen, Yunfa Fu

表2 SEED数据集的27对对称通道与23对不对称通道

Table 2 27 pairs of symmetric channels and 23 pairs of asymmetric channels in SEED dataset

公式

通道

\begin{array}{l} D A S M = F e a t u r e (X_{L}) - F e a t u r e (X_{R}) \\ R A S M = \frac{F e a t u r e (X_{L})}{F e a t u r e (X_{R})} \end{array}

Fp1?Fp2，F7?F8,F3?F4，FT7?FT8，FC3?FC4，T7?T8，P7?P8，C3?C4，TP7?TP8,CP3?CP4，P3?P4，O1?O2，AF3?AF4，F5?F6，F7?F8，FC5?FC6,FC1?FC2，C5?C6，

C1?C2，CP5?CP6，CP1?CP2，P5?P6，P1?P2,PO7?PO8，PO5?PO6，PO3?PO4，CB1?CB2

\begin{array}{l} D C A U = \\ F e a t u r e (X_{f r o n t a l}) - F e a r u r e (X_{p o s t e r i o r}) \end{array}

FT7?TP7，FC5?CP5，FC3?CP3，FC1?CP1，FCZCPZ,FC2?CP2，FC4?CP4，FC6?CP6，FT8?TP8，F7?P7，F5?P5，F3?P3，F1?P1，FZ?PZ，F2?P2，F4?P4，F6?P6，F8?P8，FP1?O1，FP2?O2,FPZ?OZ,AF3?CB1，AF4?CB2