Archive MaleCNS research sources, provenance, bibliography and immutable data inventory
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||||
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||||
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|
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|
||||
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|
||||
"effective_weight_sha256": "3529b58da27d58efdb9e56af938cda69b422008f87b94698422efae99e09e75e",
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
"device": {
|
||||
"mixed_multi_gpu_used": false,
|
||||
"name": "NVIDIA GeForce RTX 4090",
|
||||
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|
||||
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|
||||
},
|
||||
"input_hashes_unchanged": true,
|
||||
"isolated_neurons_retained": 217,
|
||||
"limitations": [
|
||||
"Dynamics parameters are a configurable FlyWire-inspired baseline, not MaleCNS single-cell measurements.",
|
||||
"Synthetic benchmark drive amplitudes are test inputs, not biological calibration.",
|
||||
"No training, plasticity, RL, game, web service, visual input, or 3D frontend is included."
|
||||
],
|
||||
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|
||||
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|
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|
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|
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{
|
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|
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{
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|
||||
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|
||||
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|
||||
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||||
}
|
||||
],
|
||||
"status": "PASS"
|
||||
}
|
||||
@@ -0,0 +1,110 @@
|
||||
phase: 4A
|
||||
paths:
|
||||
connectome_root: /data/digital-drosophila/datasets/male-cns-v1.0/processed/neuron-only
|
||||
experiment_root: /data/digital-drosophila/experiments/phase4a-baseline
|
||||
|
||||
expected_graph:
|
||||
neurons: 166700
|
||||
directed_edges: 25582938
|
||||
synaptic_contact_weight_sum: 124177617
|
||||
isolated_neurons: 217
|
||||
self_loops: 101
|
||||
|
||||
device:
|
||||
required_name_substring: RTX 4090
|
||||
launcher_visible_gpu_uuid: GPU-79f3a85d-adce-7833-7003-6488140ca596
|
||||
mixed_multi_gpu: false
|
||||
|
||||
model:
|
||||
integrator: forward_euler
|
||||
dt_ms: 0.1
|
||||
membrane_tau_ms: 20.0
|
||||
synaptic_tau_ms: 5.0
|
||||
refractory_ms: 2.2
|
||||
resting_potential_mv: -52.0
|
||||
reset_potential_mv: -52.0
|
||||
threshold_mv: -45.0
|
||||
synaptic_delay_ms: 1.8
|
||||
parameter_provenance: FlyWire-inspired 2024 LIF baseline; not MaleCNS measured single-cell parameters
|
||||
|
||||
sign_policy:
|
||||
neurotransmitter_sign:
|
||||
acetylcholine: 1
|
||||
gaba: -1
|
||||
glutamate: -1
|
||||
dopamine: 1
|
||||
octopamine: 1
|
||||
serotonin: 1
|
||||
histamine: -1
|
||||
histamine_policy_note: explicitly configured inhibitory baseline assumption; not silently inferred
|
||||
unknown_sign: 0
|
||||
unclear_sign: 0
|
||||
unmapped_policy: error
|
||||
unmapped_sign: 0
|
||||
|
||||
weights:
|
||||
transform: sqrt
|
||||
supported_transforms: [linear, sqrt, log1p]
|
||||
scale: 0.05
|
||||
chunk_edges: 2000000
|
||||
units: model synaptic-state increment per presynaptic spike
|
||||
formula: effective_weight = presynaptic_sign * scale * f(raw_synapse_count)
|
||||
preserve_raw_int64: true
|
||||
|
||||
stimulations:
|
||||
single_neuron:
|
||||
kind: single_neuron_pulse
|
||||
neuron_idx: 0
|
||||
start_ms: 2.0
|
||||
duration_ms: 1.0
|
||||
amplitude_mv_equivalent: 400.0
|
||||
known_type_AMMC005:
|
||||
kind: known_type_pulse
|
||||
type_name: AMMC005
|
||||
max_neurons: 12
|
||||
start_ms: 5.0
|
||||
duration_ms: 1.0
|
||||
amplitude_mv_equivalent: 400.0
|
||||
sparse_poisson:
|
||||
kind: sparse_poisson
|
||||
target_fraction: 0.001
|
||||
rate_hz: 20.0
|
||||
event_amplitude_mv_equivalent: 1600.0
|
||||
|
||||
smoke_tests:
|
||||
- name: smoke-10ms-single-neuron
|
||||
duration_ms: 10.0
|
||||
stimulation: single_neuron
|
||||
seed: 41001
|
||||
- name: smoke-100ms-known-type
|
||||
duration_ms: 100.0
|
||||
stimulation: known_type_AMMC005
|
||||
seed: 41002
|
||||
- name: smoke-1s-sparse-poisson
|
||||
duration_ms: 1000.0
|
||||
stimulation: sparse_poisson
|
||||
seed: 41003
|
||||
|
||||
cpu_gpu_reference:
|
||||
seed: 41100
|
||||
subgraph_neurons: 512
|
||||
steps: 100
|
||||
pulse_start_step: 5
|
||||
pulse_steps: 10
|
||||
pulse_neurons: 4
|
||||
pulse_amplitude_mv_equivalent: 400.0
|
||||
absolute_tolerance: 1.0e-10
|
||||
|
||||
validation:
|
||||
finite_check_interval_steps: 100
|
||||
explosive_step_fraction: 0.1
|
||||
memory_growth_tolerance_bytes: 10485760
|
||||
|
||||
output:
|
||||
spike_representation: event_table_timestamp_ms_neuron_idx
|
||||
dense_time_by_neuron_forbidden: true
|
||||
rate_window_ms: 10.0
|
||||
|
||||
reproducibility:
|
||||
seed: 41000
|
||||
deterministic_synthetic_inputs: true
|
||||
Reference in New Issue
Block a user