Event-driven shared-neuron graph / results.json
Mechanism confirmed, baseline not beaten
1{
2 "seed": 7,
3 "mechanism_checks": [
4 {
5 "prediction": "shared accumulator slope versus number of equal arrivals = 1/cancel-free sum",
6 "predicted": 1.0,
7 "observed": 1.0,
8 "relative_error": 0.0
9 },
10 {
11 "prediction": "shared tanh response reaches 0.9 at k=ceil(atanh(0.9)/c)",
12 "predicted": 8,
13 "observed": 8,
14 "relative_error": 0.0
15 },
16 {
17 "prediction": "visit cap produces exactly min(k,Vmax) accepted updates",
18 "predicted": [
19 1,
20 2,
21 3,
22 4,
23 5
24 ],
25 "observed": [
26 1,
27 2,
28 3,
29 4,
30 5
31 ],
32 "relative_error": 0.0
33 }
34 ],
35 "classification": {
36 "no_sharing": {
37 "accuracy": 0.6777777777777778,
38 "seconds": 2.241418560995953,
39 "train_mean_events": 192.0,
40 "test_mean_events": 192.0,
41 "feature_dim": 10
42 },
43 "shared": {
44 "accuracy": 0.5822222222222222,
45 "seconds": 2.7725843689986505,
46 "train_mean_events": 192.0,
47 "test_mean_events": 192.0,
48 "feature_dim": 10
49 }
50 }
51}