Table 2.
Number of classification errors for all simulated examples and overlapping spike shapes
№ | Example no. |
Noise level |
Number of overlapping spikes |
False matches |
|
---|---|---|---|---|---|
N°. |
% |
||||
1 | 2 | 3 | 4 | ||
1. |
1 |
[0.05] |
785 |
161 |
20.5 |
2. |
[0.10] |
769 |
146 |
19.0 |
|
3. |
[0.15] |
784 |
185 |
23.6 |
|
4. |
[0.20] |
796 |
165 |
20.7 |
|
5. |
[0.25] |
712 |
208 |
29.2 |
|
6. |
[0.30] |
846 |
250 |
29.6 |
|
7. |
[0.35] |
832 |
270 |
32.5 |
|
8. |
[0.40] |
741 |
270 |
36.4 |
|
9. |
2 |
[0.05] |
791 |
152 |
19.2 |
10. |
[0.10] |
826 |
167 |
20.2 |
|
11. |
[0.15] |
763 |
152 |
19.9 |
|
12. |
[0.20] |
811 |
301 |
37.1 |
|
13. |
3 |
[0.05] |
767 |
88 |
11.5 |
14. |
[0.10] |
810 |
131 |
16.2 |
|
15. |
[0.15] |
812 |
152 |
18.7 |
|
16. |
[0.20] |
790 |
287 |
36.3 |
|
17. |
4 |
[0.05] |
829 |
39 |
4.7 |
18 |
[0.10] |
720 |
114 |
15.8 |
|
19. |
[0.15] |
809 |
209 |
25.8 |
|
20. |
[0.20] |
777 |
282 |
36.3 |
|
Average | 789 | 186 | 23.7 |
Noise level is represented in terms of its standard deviation relative to the peak amplitude of the spikes. All spike classes had a peak value of 1. The absolute number of false matching spikes is shown in column 3 as the outcome of our algorithm corresponding to the datasets containing overlapped spikes (column 2).