Audit conditional PN recruitment and graded APL source timing

2026-09-30 10:45:48 +08:00
parent 9437bbff79
commit b2cd81c7b9
283 changed files with 159989 additions and 9 deletions
@@ -0,0 +1,153 @@
+{
+  "pass_all": true,
+  "steps": 1000,
+  "neurons": 166700,
+  "apl": 2,
+  "bundle_KC": 4064,
+  "actual_events": 30289,
+  "groups": {
+    "design_ALPN": {
+      "actual_spikes": 570,
+      "input_supported_spikes": 534,
+      "first_actual_spike_tick": 0,
+      "first_nonzero_drive_tick": 0,
+      "cumulative_drive_by_apl": [
+        135.60505206510425,
+        177.5914697945118
+      ],
+      "cumulative_state_by_apl": [
+        21519.84496619793,
+        27617.019681676917
+      ],
+      "h_sum_mV": 1141938.386194923,
+      "h_before_first_KC_sum_mV": 749.4338814314282,
+      "h_never_fired_KC_sum_mV": 1125922.4148715022,
+      "h_before_first_any_KC_sum_mV": 23036.204617177973,
+      "generated_h_fraction": 0.20202742838438192,
+      "drive_fraction": 0.20438119156554518
+    },
+    "non_design_ALPN": {
+      "actual_spikes": 4773,
+      "input_supported_spikes": 2513,
+      "first_actual_spike_tick": 48,
+      "first_nonzero_drive_tick": 48,
+      "cumulative_drive_by_apl": [
+        565.658738322556,
+        574.4789067134261
+      ],
+      "cumulative_state_by_apl": [
+        89811.64177989107,
+        89418.41410297176
+      ],
+      "h_sum_mV": 4151626.7020864775,
+      "h_before_first_KC_sum_mV": 1828.1726386509094,
+      "h_never_fired_KC_sum_mV": 4092381.6320577795,
+      "h_before_first_any_KC_sum_mV": 32266.3497556854,
+      "generated_h_fraction": 0.7344901234376182,
+      "drive_fraction": 0.7440142982993799
+    },
+    "KC": {
+      "actual_spikes": 82,
+      "input_supported_spikes": 82,
+      "first_actual_spike_tick": 141,
+      "first_nonzero_drive_tick": 141,
+      "cumulative_drive_by_apl": [
+        46.01389193534851,
+        33.065562307834625
+      ],
+      "cumulative_state_by_apl": [
+        9057.039328105853,
+        6499.725163780895
+      ],
+      "h_sum_mV": 358827.7344507944,
+      "h_before_first_KC_sum_mV": 285.90182993416806,
+      "h_never_fired_KC_sum_mV": 353593.3424888421,
+      "h_before_first_any_KC_sum_mV": 0.0,
+      "generated_h_fraction": 0.06348244817799976,
+      "drive_fraction": 0.051604510135074944
+    }
+  },
+  "group_order": [
+    "design_ALPN",
+    "non_design_ALPN",
+    "KC"
+  ],
+  "input_support_partition_exact": true,
+  "unknown_nonzero_input_columns": 0,
+  "source_population_counts": {
+    "design_ALPN": 55,
+    "non_design_ALPN": 631,
+    "KC": 4064
+  },
+  "input_supported_population_counts": {
+    "design_ALPN": 51,
+    "non_design_ALPN": 231,
+    "KC": 4063
+  },
+  "first_any_KC_spike_tick": 141,
+  "ever_fired_KC": 79,
+  "never_fired_KC": 3985,
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "comparison": {
+    "drive": {
+      "elements": 2000,
+      "max_abs_error": 6.109476089477539e-07,
+      "max_error_bound": 0.07679557710131349,
+      "max_bound_utilization": 9.972214618374734e-06,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 1.8199905753135683e-08
+    },
+    "state": {
+      "elements": 2000,
+      "max_abs_error": 0.00015213678676673226,
+      "max_error_bound": 1.7453932517097912,
+      "max_bound_utilization": 0.00010105290218591854,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.0005675835312496e-05
+    },
+    "inhibition": {
+      "elements": 4064000,
+      "max_abs_error": 6.201446605125227e-06,
+      "max_error_bound": 0.07630321309469111,
+      "max_bound_utilization": 0.00011241131646329291,
+      "bound_violations": 0,
+      "zero_reference_nonzero_actual": 0,
+      "mean_abs_error": 3.4375657970337286e-07
+    }
+  },
+  "theoretical_bound": {
+    "applicable": true,
+    "normal_or_zero_arithmetic": true,
+    "historical_standard_fp32_verified_by_caller": true,
+    "gamma_definition": "gamma_n=n*u/(1-n*u); u32=2^-24,u64=2^-53; outward rounded",
+    "drive_terms_bound": 166699,
+    "state_operation_bound": 2,
+    "output_operation_bound": 5,
+    "group_sum_operation_bound": 2,
+    "state_recurrence": "E_p<=d*E_p_prev+gamma_2,p*(d*abs(s_p_prev)+D_upper)+(1+u_p)*gamma_(N-1),p*D_upper",
+    "grouped_f64_bound": "Sum source-group error bounds, plus gamma_2,64*upward_sum(group_values) for per-tick compared drive/state/h totals only",
+    "output_bound": "q*upward_dot(E_p,O)+gamma_5,p*q*upward_dot(s_p,O); f32 error plus all f64 group/output/sum errors",
+    "tolerance_fitted_to_observed_error": false,
+    "scope": "Per-tick summed-source drive/state/h trace comparisons only; not cumulative source fractions"
+  },
+  "early_definition": "strict tick<each observed first KC spike; never-fired columns separate; same-tick end APL excluded",
+  "value_units": {
+    "drive64": "legacy normalized-contact spike drive",
+    "state64": "legacy normalized-drive accumulator",
+    "h": "legacy mV per state-update step; sums span output KC and recorded ticks, not instantaneous conductance"
+  },
+  "generated_full_bundle_trace": true,
+  "fixture_absent_KC_output_is_not_claimed_applied": true,
+  "row_source_spikes_repeated_for_each_APL": true,
+  "nonfeedback": true,
+  "CUDA_float32_bitwise_replay": false,
+  "cumulative_and_fraction_metrics_descriptive_float64": true,
+  "cumulative_source_fraction_error_bounds_verified": false,
+  "source_majority_robustness_proven": false,
+  "independent_brain_oracle": false,
+  "lesion_or_counterfactual": false,
+  "parameters_changed": false
+}
@@ -0,0 +1,42 @@
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+    "path": "apl-source-summary.json",
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+  {
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