Table 1.
Equations | |
Synaptic modification | ṁ = μφd |
φ = c(c − θM) | |
θṀ = (c2 − θM) | |
Cortical output | c = σcort (m⋅d) |
σcort (−∞) = −1 | |
σcort (+∞) = 100 | |
Parameters | |
Retinal patch diameter | 13 pixels |
Retinal DOG ratio | 1:3 |
Initial synaptic weights | Random 0.0–0.1 |
Initial threshold | θ0 = 0.7 |
Learning rate | μ = 10−6 |
Memory constant | τ = 300–1000 |