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digital-drosophila/models/male-cns-lif/kc-recruitment-audit-v1/phase4k.yaml
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YAML

phase: 4K
name: MaleCNS-KC-recruitment-MBON-causal-audit-v1
paths:
connectome_root: /data/digital-drosophila/datasets/male-cns-v1.0/processed/neuron-only
dataset_root: /data/digital-drosophila/datasets/male-cns-v1.0
model_root: /data/digital-drosophila/models/male-cns-lif
phase4k_model_root: /data/digital-drosophila/models/male-cns-lif/kc-recruitment-audit-v1
experiment_root: /data/digital-drosophila/experiments/phase4k-kc-recruitment-audit
reference_root: /data/digital-drosophila/models/male-cns-lif/reference-v1
runtime_root: /data/digital-drosophila/models/male-cns-lif/runtime-v1
io_root: /data/digital-drosophila/models/male-cns-lif/io-v1
phase4c_root: /data/digital-drosophila/experiments/phase4c-runtime
phase4d_root: /data/digital-drosophila/experiments/phase4d-io
phase4e_root: /data/digital-drosophila/experiments/phase4e-visual-calibration
phase4f_root: /data/digital-drosophila/experiments/phase4f-retinotopic-vision
phase4f_model_root: /data/digital-drosophila/models/male-cns-lif/visual-encoder-v1
phase4g_root: /data/digital-drosophila/experiments/phase4g-frozen-interface
phase4g_model_root: /data/digital-drosophila/models/male-cns-lif/frozen-interface-v1
phase4g_learned_root: /data/digital-drosophila/models/learned/phase4g
phase4h_root: /data/digital-drosophila/experiments/phase4h-dopamine-plasticity
phase4h_model_root: /data/digital-drosophila/models/male-cns-lif/dopamine-plasticity-v1
phase4h_learned_root: /data/digital-drosophila/models/learned/phase4h
phase4i_root: /data/digital-drosophila/experiments/phase4i-mb-mechanistic-validation
phase4i_model_root: /data/digital-drosophila/models/male-cns-lif/mb-mechanistic-v1
phase4j_root: /data/digital-drosophila/experiments/phase4j-mb-physiology-repair
phase4j_model_root: /data/digital-drosophila/models/male-cns-lif/mb-physiology-v1
names:
reference: MaleCNS-LIF-reference-v1
runtime: MaleCNS-LIF-runtime-v1
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, dopamine: 1, octopamine: 1, serotonin: 1, histamine: -1}
unknown_sign: 0
unclear_sign: 0
readout:
bins_ms: [1, 5, 10, 20, 50, 100]
device:
required_name_substring: RTX 4090
launcher_visible_gpu_uuid: GPU-79f3a85d-adce-7833-7003-6488140ca596
expected_graph:
neurons: 166700
directed_edges: 25582938
synaptic_contact_weight_sum: 124177617
phase4h_plastic_candidate_edges: 14232
plastic_mask_edges: 14232
apl_overlay:
name: APL-Graded-Inhibition-v1
tau_ms: 20.0
gain: 0.01
normalization: 1.0
immutable_phase4j_parameters: true
direct_kc:
target_compartment_verbatim: "y5B'2a"
matched_dan_type: PAM15
pulse_times_ms: [10.0, 30.0, 50.0, 70.0, 90.0]
dan_time_ms: 90.0
duration_ms: 120.0
trace_seed: 50201
evaluation_seed: 50301
olfactory:
rate_hz: 50.0
duration_ms: 100.0
seed: 50101
targets_per_cs: 64
sensitivity:
depression_fractions: [0.0, 0.01, 0.05, 0.10, 0.25, 0.50]
evaluation_seeds: [50301, 50302, 50303, 50304, 50305]
functional_change_definition: any_MBON_spike_count_or_first_latency_change
causal_attribution:
rule: dominant_positive_synaptic_arrival_with_runtime_g_decay
exact_delay_steps: 18
shortest_static_path_forbidden: true
prohibitions:
training: false
modify_eta_or_eligibility_v2: false
expand_plastic_mask: false
modify_threshold_or_gain: false
save_sensitivity_as_learned_model: false
decoder_classifier_rl_game_visual: false