h01-cortex-snn / config.json
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{
"gcs_bucket": "h01-release",
"somas_path": "data/20210601/c3/tables/somas.csv",
"synapse_export_prefix": "data/20210729/c3/synapses/exported/export",
"n_synapse_shards": 166,
"data_dir": "data",
"min_confidence": 0.5,
"neuron_types": [
"PYRAMIDAL",
"INTERNEURON",
"SPINY_STELLATE",
"SPINY_ATYPICAL",
"SPINY_NONPYRAMIDAL",
"UNCLASSIFIED_NEURON"
],
"excitatory_types": [
"PYRAMIDAL",
"SPINY_STELLATE",
"SPINY_ATYPICAL",
"SPINY_NONPYRAMIDAL"
],
"inhibitory_types": [
"INTERNEURON"
],
"inhibitory_gain": 4.0,
"activation": "tanh",
"spectral_radius": 0.9,
"leak_rate": 0.3,
"crop_fraction": null,
"n_steps": 100,
"input_scale": 0.1,
"neuron_model": "rate",
"dt_ms": 1.0,
"tau_m_exc": 20.0,
"tau_m_inh": 10.0,
"v_threshold": -50.0,
"v_reset": -65.0,
"v_rest": -65.0,
"tau_w": 150.0,
"adaptation_b": 0.08,
"experiment_name": "default",
"seed": 42,
"duration_ms": 5000.0,
"warmup_ms": 1000.0,
"control_types": [
"erdos_renyi",
"configuration_model",
"spatial_random",
"layer_preserving"
],
"n_control_instances": 5,
"device": "cuda",
"n_neurons": 16087,
"n_synapses": 76903,
"n_excitatory": 10531,
"n_inhibitory": 4688,
"density": 0.00029716192183988806,
"n_external_inputs": 27022313,
"n_edges_raw": 116611,
"build": "full_166_shards"
}