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digital-drosophila/models/male-cns-lif/phase4d.yaml
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YAML

phase: 4D
names:
runtime: MaleCNS-LIF-runtime-v1
io_api: MaleCNS-BrainIO-v1
visual_adapter: MaleCNS-VisualAdapter-v1
activity_stream: MaleCNS-ActivityStream-v1
paths:
connectome_root: /data/digital-drosophila/datasets/male-cns-v1.0/processed/neuron-only
model_root: /data/digital-drosophila/models/male-cns-lif
runtime_root: /data/digital-drosophila/models/male-cns-lif/runtime-v1
phase4c_root: /data/digital-drosophila/experiments/phase4c-runtime
experiment_root: /data/digital-drosophila/experiments/phase4d-io
device:
required_name_substring: RTX 4090
launcher_visible_gpu_uuid: GPU-79f3a85d-adce-7833-7003-6488140ca596
model:
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
w_syn_mv_per_anatomical_synapse: 0.275
sign_policy:
neurotransmitter_sign:
acetylcholine: 1
gaba: -1
glutamate: -1
histamine: -1
dopamine: 1
octopamine: 1
serotonin: 1
unknown_sign: 0
unclear_sign: 0
input_batch:
version: 1.0.0
allowed_modes: [spike_injection, external_synaptic_drive]
refractory_respecting_spike_injection: true
external_drive_application: add to g after decay and delayed-connectome arrival, before membrane integration
visual_adapter:
version: 1.0.0
modes:
reference-photoreceptor:
hierarchy_population: visual_sensory
input_mode: spike_injection
biological_fidelity: reference_comparison_only
engineering-first-order:
hierarchy_population: first_order
input_mode: external_synaptic_drive
biological_fidelity: engineering_adapter
engineering-second-order:
hierarchy_population: second_order
input_mode: external_synaptic_drive
biological_fidelity: engineering_adapter
synthetic_rate_hz: 50.0
external_drive_mv: 8.0
readout:
bins_ms: [1, 5, 10, 20, 50]
output_populations: [descending, motor_related, ascending]
window_experiment:
windows_ms: [5, 10, 20, 30, 50, 100]
sources: [engineering-first-order, engineering-second-order, auditory, olfactory]
seeds: [44001, 44002]
continuous_control:
biological_duration_ms: 1000.0
periods_ms: [10, 20, 50, 100]
sequence: [sparse-A, sparse-B, dense, zero, sparse-A]
seed: 44100
synthetic_patterns:
sparse_fraction: 0.05
dense_fraction: 0.25
moving_fraction: 0.05
deterministic_seed: 44200
regression:
float_absolute_tolerance: 0.00390625
reference_trials:
- {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}
- {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}
- {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}
- {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}
- {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}
prohibitions:
stable_retro: false
rom_access: false
controller_buttons: false
training: false
web_server: false
connectome_or_sign_changes: false