Hill-Floquet Regularization for Periodic RNNs / results.json
Mechanism failed
1{
2 "seed": 7,
3 "T": 6.283185307179586,
4 "omega": 1.0,
5 "prediction_1_offset_scaling": {
6 "predicted": "dominant Floquet exponent shifts as mu(gamma)=mu(0)+gamma; slope=1",
7 "spectrum_filter": "discard eigenvectors with >20% mass in outer Fourier shell",
8 "observed_exact_slope": 1.0000000000041032,
9 "observed_hill_slope": 0.9999999999999957,
10 "max_exact_shift_error": 1.5461243396686086e-11,
11 "max_hill_vs_exact": 0.00816489667979614
12 },
13 "prediction_2_boundary": {
14 "predicted": "rho_F=1 exactly when max Re(mu)=0",
15 "exact_crossing_gamma": 0.0022506885014460937,
16 "hill_N8_crossing_gamma": -0.0059142081645997754,
17 "exact_rho_at_crossing": 1.0
18 },
19 "prediction_3_truncation": {
20 "predicted": "smooth periodic coefficients give improving Hill approximation; N=8 close to N=4",
21 "spectrum_filter": "discard edge-localized finite-section roots",
22 "monodromy_mu": -0.0022506885019959533,
23 "values": {
24 "1": {
25 "hill_mu": 0.008793599606706235,
26 "abs_error": 0.011044288108702189
27 },
28 "2": {
29 "hill_mu": 0.0058904564613814605,
30 "abs_error": 0.008141144963377414
31 },
32 "4": {
33 "hill_mu": 0.005914208164798997,
34 "abs_error": 0.00816489666679495
35 },
36 "8": {
37 "hill_mu": 0.005914208164604763,
38 "abs_error": 0.008164896666600717
39 },
40 "12": {
41 "hill_mu": 0.005914208164604317,
42 "abs_error": 0.00816489666660027
43 }
44 },
45 "N4_to_N8_relative_change": 3.2841993401983935e-11
46 },
47 "mini_optimization": {
48 "task_target_gamma": 0.2,
49 "baseline_gamma": 0.2,
50 "baseline_mu": 0.2059142081645971,
51 "regularized_gamma": 0.0627238612235988,
52 "regularized_mu": 0.06863806938821468,
53 "baseline_rho": 3.646606930940026,
54 "regularized_rho": 1.5392044762523813
55 }
56}