Table 5.
The percentage of neurons in each model with preferred rotation directions within 30° of the vertical (yaw), lateral (pitch), and depth (roll) axes.
| Study | Yaw | Pitch | Roll |
|---|---|---|---|
| Takahashi et al. (2007) | 36/127 (28%) | 27/127 (21%) | 1/127 (1%) |
| CNN | 736/2,337 (31%) | 214/2,337 (9%) | 109/2,337 (5%) |
| MLP | 17/66 (26%) | 1/66 (2%) | 8/66 (12%) |
| MLP_MT_PRE | 17/56 (30%) | 4/56 (7%) | 4/56 (7%) |
| CNN_L1 | 92/134 (69%) | 2/134 (1%) | 0/134 (0%) |
| CNN_++ | 404/991 (41%) | 93/991 (9%) | 41/991 (41%) |
| CNN_L1++ | 15/22 (68%) | 2/22 (9%) | 0/22 (0%) |
| NNMF | 448/896 (50%) | 75/896 (8%) | 4/896 (0.4%) |
Each bold entry shows the closest percentage to that reported by Takahashi et al. (2007) for MSTd.