{
  "math_checks": {
    "homeostatic_contraction": [
      {
        "lambda": 0.05,
        "observed_steps": 3411,
        "predicted_linear_steps": 3604.754182883949,
        "predicted_q": 0.998236
      },
      {
        "lambda": 0.1,
        "observed_steps": 1704,
        "predicted_linear_steps": 1800.784584838314,
        "predicted_q": 0.996472
      },
      {
        "lambda": 0.2,
        "observed_steps": 851,
        "predicted_linear_steps": 898.798373752026,
        "predicted_q": 0.992944
      },
      {
        "lambda": 0.4,
        "observed_steps": 424,
        "predicted_linear_steps": 447.8024264591653,
        "predicted_q": 0.985888
      },
      {
        "lambda": 0.8,
        "observed_steps": 211,
        "predicted_linear_steps": 222.2986976142205,
        "predicted_q": 0.971776
      }
    ],
    "projection_scaling": [
      {
        "a": 0.25,
        "observed_ratio": 0.0625,
        "predicted_ratio": 0.0625
      },
      {
        "a": 0.5,
        "observed_ratio": 0.25,
        "predicted_ratio": 0.25
      },
      {
        "a": 1.0,
        "observed_ratio": 1.0,
        "predicted_ratio": 1.0
      },
      {
        "a": 2.0,
        "observed_ratio": 4.0,
        "predicted_ratio": 4.0
      },
      {
        "a": 4.0,
        "observed_ratio": 16.0,
        "predicted_ratio": 16.0
      }
    ],
    "gain_suppression": [
      {
        "h": 0.01,
        "alpha": 0.0099,
        "predicted_relative": 0.0396
      },
      {
        "h": 0.05,
        "alpha": 0.0475,
        "predicted_relative": 0.19
      },
      {
        "h": 0.1,
        "alpha": 0.09000000000000001,
        "predicted_relative": 0.36000000000000004
      },
      {
        "h": 0.25,
        "alpha": 0.1875,
        "predicted_relative": 0.75
      },
      {
        "h": 0.5,
        "alpha": 0.25,
        "predicted_relative": 1.0
      },
      {
        "h": 0.75,
        "alpha": 0.1875,
        "predicted_relative": 0.75
      },
      {
        "h": 0.9,
        "alpha": 0.08999999999999998,
        "predicted_relative": 0.35999999999999993
      },
      {
        "h": 0.95,
        "alpha": 0.04750000000000004,
        "predicted_relative": 0.19000000000000017
      },
      {
        "h": 0.99,
        "alpha": 0.00990000000000001,
        "predicted_relative": 0.03960000000000004
      }
    ]
  },
  "experiment": {
    "local_ordered": {
      "accuracy": 0.6129629629629629,
      "mean_activity": 0.49631569595296837,
      "saturated_fraction": 0.0,
      "temporal_mse": 0.0016328317509034988
    },
    "local_shuffled": {
      "accuracy": 0.40555555555555556,
      "mean_activity": 0.5004968307823835,
      "saturated_fraction": 0.0,
      "temporal_mse": 0.0015068072252661443
    },
    "backprop_ordered": {
      "accuracy": 0.6444444444444445,
      "mean_activity": 0.5463374761351247,
      "saturated_fraction": 0.03094135802469136,
      "temporal_mse": 0.0006526247041900371
    }
  }
}