Speedup of color palette indexing in self-organization of Kohonen feature map

► We point out two computational bottlenecks in the SOFM-based learning model. ► We propose a pruning-based search strategy for finding winning neurons. ► We propose a LUT-based lateral update interaction. ► Experimental results demonstrate that our proposed method have 35% execution-time improvement ratio in average.