Table 2. Comparison of median decoding error (mean ± SEM, n = 50 Monte Carlo runs) between DecodewRF and DecodewoRF for Dataset 1.
T0 (bpe) | DecodewRF |
DecodewoRF |
||||
---|---|---|---|---|---|---|
ρ = 0.3 | ρ = 0.5 | ρ = 0.8 | ρ = 0.3 | ρ = 0.5 | ρ = 0.8 | |
10 | 13.97 ± 0.07 | 10.49 ± 0.06 | 7.78 ± 0.02 | 12.56 ± 0.07 | 11.37 ± 0.06 | 10.61 ± 0.05 |
20 | 15.35 ± 0.12 | 11.03 ± 0.04 | 7.80 ± 0.01 | 12.39 ± 0.05 | 10.65 ± 0.04 | 9.71 ± 0.04 |
50 | 14.40 ± 0.08 | 10.87 ± 0.06 | 7.88 ± 0.02 | 11.15 ± 0.05 | 9.78 ± 0.05 | 8.51 ± 0.03 |
100 | 14.50 ± 0.09 | 10.78 ± 0.05 | 7.93 ± 0.02 | 11.49 ± 0.05 | 10.04 ± 0.04 | 8.84 ± 0.04 |
100* | 15.97 ± 0.18 | 10.78 ± 0.09 | 7.93 ± 0.04 | 12.53 ± 0.16 | 11.51 ± 0.12 | 9.07 ± 0.18 |
Δ = 50 ms | Δ = 150 ms | Δ = 250 ms | Δ = 50 ms | Δ = 150 ms | Δ = 250 ms | |
10 | 14.53 ± 0 | 8.58 ± 0 | 7.01 ± 0 | 16.21 ± 1.23 | 11.12 ± 0.32 | 10.52 ± 0.16 |
20 | 14.53 ± 0 | 8.58 ± 0 | 7.01 ± 0 | 16.35 ± 1.68 | 12.10 ± 0.31 | 10.02 ± 0.15 |
50 | 14.53 ± 0 | 8.58 ± 0 | 7.01 ± 0 | 16.68 ± 1.20 | 12.47 ± 0.32 | 10.17 ± 0.19 |
100 | 14.53 ± 0 | 8.58 ± 0 | 7.01 ± 0 | 15.40 ± 1.19 | 10.90 ± 0.34 | 8.38 ± 0.19 |
When varying ρ, we fixed Δ = 250 ms; when varying Δ, we fixed ρ = 1. Except for T0 = 100* bpe, the same active cells were used in each epoch.