Table 1 Parameter setup for proposed approach
From: Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks
Parameters | DBN architecture | ||
|---|---|---|---|
RBM1 | RBM2 | RBM3 | |
Visible units | 40,000 | 1000 | 500 |
Latent units | Binary | Binary | Binary |
No. of latent units | 1000 | 500 | 300 |
Performance | Free energy | Free energy | Free energy |
Max epoch | 100 | 100 | 100 |
Learning rate | 0.1 | 0.1 | 0.1 |
Model | Generative | Generative | Generative |