QAIS-DSNN: Tumor Area Segmentation of MRI Image with Optimized Quantum Matched-Filter Technique and Deep Spiking Neural Network

Table 4

Comparison of the proposed approach with previous methods in terms of computational complexity over time.

Computational complexity in terms of time (seconds)	Method	Reference
0.84 seconds	GCNN	Mittal et al. [25]
1.6 seconds	CNN	Mittal et al. [25]
3.2 seconds	Genetic algorithm	Mittal et al. [25]
2.7 seconds	SVM	Mittal et al. [25]
4.2 seconds	SOM	Mittal et al. [25]
3.8 seconds	KNN	Mittal et al. [25]
2.58 seconds	QAIS-DSNN	Proposed approach