Journal of Big Data

Table 6 Training time (s) of CNN and S-CNN ( \(\alpha\) = 0.57) in all scenarios

From: Time-series analysis with smoothed Convolutional Neural Network

Number of Hidden Layers	Scenario 1		Scenario 2
Number of Hidden Layers	CNN	S-CNN	CNN	S-CNN
3	1401	1221	1901	1671
4	1451	1391	2021	1722
7	1551	1421	2121	1941
11	1650	1470	2380	2120
18	1810	1711	2630	2420
29	2120	1950	2840	2631
47	2601	2451	3241	2941
76	3521	3410	3641	3351
Average	2013	1878	2597	2350

Back to article page