Table 1. Spike detection results wave_clus, Osort, and NeuroQuest with three simulation datasets (Sim1, Sim2, and Sim3).
SNR | 4 | 3 | 2 | 1 | |
---|---|---|---|---|---|
Sim1 (1576) | Wave clus | TP:1502 (95.30%) FP: 0 |
TP:1489 (94.48%) FP: 0 |
TP:827 (52.47%) FP: 2 |
TP:636 (40.36%) FP: 5 |
Osort | TP:1513 (96%) FP: 0 |
TP:1503 (95.37%) FP: 2 |
TP:1407 (89.28%) FP: 46 |
TP:1094 (69.42%) FP: 163 |
|
Neuro Quest | TP:1535 (97.40%) FP: 0 |
TP:1523 (96.57 %) FP: 0 |
TP:1463 (92.83%) FP: 13 |
TP:1316 (83.50%) FP: 75 |
|
Sim2 (1568) | Wave clus | TP:1397 (89.01%) FP: 0 |
TP:1381 (88.07%) FP: 2 |
TP:636 (40.56%) FP: 3 |
TP:256 (16.33%) FP: 6 |
Osort | TP:1460 (93.11%) FP: 0 |
TP:1251 (79.78%) FP: 14 |
TP:762 (48.60%) FP: 202 |
TP:312 (19.90%) FP: 134 |
|
Neuro Quest | TP:1544 (98.47%) FP: 0 |
TP:1420 (90.56%) FP: 39 |
TP:967 (61.67%) FP: 85 |
TP:857 (57.27%) FP: 225 |
|
Sim3 (2986) | Wave clus | TP:2475 (82.89%) FP: 0 |
TP:2097 (70.94%) FP: 4 |
TP:1330 (44.54%) FP: 10 |
TP:524 (17.55%) FP: 14 |
Osort | TP:2531 (84.76%) FP: 7 |
TP:2145 (71.84%) FP: 317 |
TP:1193 (39.95%) FP: 270 |
TP:820 (27.46%) FP: 308 |
|
Neuro Quest | TP:2870 (96.12%) FP: 6 |
TP:2278 (76.29%) FP: 60 |
TP:1400 (46.89%) FP: 321 |
TP:1378 (46.15%) FP: 348 |