config_rewiring_ex11.yaml

# Configuration file for sim_rewiring_ex11.py
---
master_seed: 10
simulation_time: "n/a"  # Is set in script
sampling_interval_weights: 0.3

input_parameters:
    num_inputs: 320
    pattern_delay: 0.2
    pattern_duration: 0.3
    num_assemblies: 8
    assembly_size: 40
    rate: 35.0
    rate_bg: 1.0
    num_patterns_per_assembly: 250
    num_test_patterns_per_assembly: 2

connection_parameters:
    n_syn_start: 20
    n_syn_max: 20
    w_max: 8.0
    w_ini_min: 4.0
    w_ini_max: 8.0
    theta_ini: -0.5
    theta_min: -2.0
    T: 0.3
    eta: 0.002
    lambd: 10.0
    gamma: 0.2
    grad_sigmoid_clip: 8.0
    A: 0.0
    B: -3.2
    stdp_th: -67.0
    stdp_active: True
    scale_w: 0.55
    scale_prior: 1.0
    gaussian_prior_active: True
    gaussian_prior_mean: 8.0
    gaussian_prior_thr: 7.0
    gaussian_prior_std_high: 1.0
    gaussian_prior_std_low: 32.0
    scale_likelihood: 1.5
    tau_pre: 20e-3
    tau_post: 20e-3

neuron_parameters:
    num_branches: 12
    branch_parameters:
        v_thr: -55.0
        v_rest: -70.0
        r_mem: 40e6
        c_mem: 250e-12
        tau_syn: 2e-3
        tau_sod: 4e-3
        v_pla: -30.0
        a_sod_max: 5.0
        scale_pla: 40e-3
        plateau_duration_min: 20e-3
        plateau_duration_max: 300e-3
    soma_parameters:
        v_thr: -55.0
        v_rest: -70.0
        r_l: 2.0
        r_mem: 40e6
        c_mem: 250e-12
        tau_syn: 2e-3
        refractory_period: 5e-3