A Spiking Neural Network Based Cortex-Like Mechanism and Application to Facial Expression Recognition

Table 1

Classification results for the JAFFE dataset with our method and comparison with other methods.

Feature Extraction Methods	Recognition Rate (%)
PCA + SVM	93.43
ICA + SVM	93.35
LDA + SVM	91.27
2D-LDA + SVM	94.13
Ours	97.35