Research Article
Artificial Neural Network-Based System for PET Volume Segmentation
Table 2
Evaluation of the effect of different training algorithms on the performance of multilayer feedforward NN with 144-70-1 topology.
| Training function | Time (sec) | Performance (MSE) |
| BFG | 58 | 0.000426 | BR | 35 | 3.69e-6 | CGB | 11 | 0.0128 | CGF | 11 | 0.0156 | CGP | 13 | 0.0160 | GD | 6 | 0.117 | GDM | 6 | 0.100 | GDA | 6 | 0.0950 | GDX | 6 | 0.0383 | LM | 27 | 1.32E-7 | OSS | 13 | 0.0198 | R | 226 | 0.0503 | RP | 6 | 0.0183 | SCG | 10 | 0.0154 |
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