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. 2023 May 31;12:e81499. doi: 10.7554/eLife.81499

Table 3. Size of representation at each layer for best-performing architecture of each network type (spatial × temporal × filter dimensions).

Layer Dimension Layer Dimension Layer Dimension
Input 25 × 320 × 2 Input 25 × 320 × 2 Input 25 × 320 × 2
SC0 13 × 320 × 8 STC0 13 × 160 × 8 SC0 25 × 320 × 8
SC1 7 × 320 × 16 STC1 7 × 80 × 8 SC1 25 × 320 × 16
SC2 4 × 320 × 16 STC2 4 × 40 × 32 SC2 25 × 320 × 16
SC3 2 × 320 × 32 STC3 2 × 20 × 64 R 256 × 320
TC0 2 × 107 × 32
TC1 2 × 36 × 32
TC2 2 × 12 × 64
TC3 2 × 4 × 64