Table 1.

Ising interactions learned by sampling 20 × 20 patches from layers 5, 6, and 7

	λ = 5	λ = 6	λ = 7	D(i, j)
H	−0.017 ± 0.006	−0.049 ± 0.002	−0.006 ± 0.001	0
J1	0.34 ± 0.04	0.24 ± 0.04	0.16 ± 0.03	1
J2	0.14 ± 0.01	0.11 ± 0.004	0.09 ± 0.004	√2
J3	0.05 ± 0.01	0.05 ± 0.01	0.05 ± 0.01	2
J4	0.000 ± 0.007	0.004 ± 0.003	0.013 ± 0.003	√5

Ising interactions used in Eq. 2 are averaged over pairs (i, j) subjected to the distance D(i, j) given in the last column.