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sstdp.json 1.18 KiB 
{
    "full_logs": true,

    "n_neurons": 10,
    "firing_threshold": 200,
    "leak_tau": null,
    "decision_making": "single",

    "w_min": 0,
    "w_max": 1,
    "w_normal_init": true,
    "w_init_mean": 0.5,
    "w_init_std": 0.01,
    "normalize_weights": true,
    "w_mean_norm": 0.2,

    "n_epochs": 100,
    "training_method": "sstdp",
    "loss_type": "mean",
    "t_gap": 0.0005,
    "adjust_t_gap": true,
    "loss_bounds": true,
    "class_wta": true,
    "early_stopping": true,
    "early_stop_patience": 10,

    "stdp_type": "multiplicative",
    "stdp_soft_bound": false,
    "stdp_ignore_silent": false,
    "stdp_ap": [ 0, 0, 0, 0, 0, 0.025, 0.025, 0.025, 0.025, 0.025, 0.05, 0.05, 0.05, 0.05, 0.05, 0.075, 0.075, 0.075, 0.075, 0.075, 0.1, 0.1, 0.1, 0.1, 0.1 ],
    "stdp_am": [ 0, -0.025, -0.05, -0.075, -0.1, 0, -0.025, -0.05, -0.075, -0.1, 0, -0.025, -0.05, -0.075, -0.1, 0, -0.025, -0.05, -0.075, -0.1, 0, -0.025, -0.05, -0.075, -0.1 ],
    "stdp_anti_ap": null,
    "stdp_anti_am": null,
    "stdp_ltp_win": 1,
    "stdp_ltd_win": 1,
    "stdp_ltp_offset": 0,
    "stdp_b": 1,
    "modulate_lr_perf": false,
    "lr_annealing": 0.98,

    "dropout_in": 0,
    "dropout_out": 0
}