From c1407e02199d6a873df0af833fdff8aa189370ee Mon Sep 17 00:00:00 2001
From: Gaspard Goupy <gaspard.goupy@univ-lille.fr>
Date: Tue, 12 Mar 2024 12:01:31 +0000
Subject: [PATCH] Add configs without weight norm.
---
.../analysis/t_gap/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/analysis/t_gap/sstdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/csnn-128/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/csnn-128/sstdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/csnn-16/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/CIFAR10/csnn-16/sstdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/csnn-64/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/CIFAR10/csnn-64/sstdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/gridsearch/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../CIFAR10/gridsearch/sstdp-nownorm.json | 43 +++++++++++++++++++
.../analysis/t_gap/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/analysis/t_gap/sstdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/csnn-128/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/csnn-128/sstdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/csnn-16/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/F-MNIST/csnn-16/sstdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/csnn-64/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/F-MNIST/csnn-64/sstdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/gridsearch/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../F-MNIST/gridsearch/sstdp-nownorm.json | 43 +++++++++++++++++++
.../MNIST/analysis/t_gap/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../MNIST/analysis/t_gap/sstdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-128/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-128/sstdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-16/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-16/sstdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-64/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../config/MNIST/csnn-64/sstdp-nownorm.json | 43 +++++++++++++++++++
.../MNIST/gridsearch/s2stdp-nownorm.json | 43 +++++++++++++++++++
.../MNIST/gridsearch/sstdp-nownorm.json | 43 +++++++++++++++++++
30 files changed, 1290 insertions(+)
create mode 100644 scripts/config/CIFAR10/analysis/t_gap/s2stdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/analysis/t_gap/sstdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-128/s2stdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-128/sstdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-16/s2stdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-16/sstdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-64/s2stdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/csnn-64/sstdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/gridsearch/s2stdp-nownorm.json
create mode 100644 scripts/config/CIFAR10/gridsearch/sstdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/analysis/t_gap/s2stdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/analysis/t_gap/sstdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-128/s2stdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-128/sstdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-16/s2stdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-16/sstdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-64/s2stdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/csnn-64/sstdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/gridsearch/s2stdp-nownorm.json
create mode 100644 scripts/config/F-MNIST/gridsearch/sstdp-nownorm.json
create mode 100644 scripts/config/MNIST/analysis/t_gap/s2stdp-nownorm.json
create mode 100644 scripts/config/MNIST/analysis/t_gap/sstdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-128/s2stdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-128/sstdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-16/s2stdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-16/sstdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-64/s2stdp-nownorm.json
create mode 100644 scripts/config/MNIST/csnn-64/sstdp-nownorm.json
create mode 100644 scripts/config/MNIST/gridsearch/s2stdp-nownorm.json
create mode 100644 scripts/config/MNIST/gridsearch/sstdp-nownorm.json
diff --git a/scripts/config/CIFAR10/analysis/t_gap/s2stdp-nownorm.json b/scripts/config/CIFAR10/analysis/t_gap/s2stdp-nownorm.json
new file mode 100644
index 0000000..205166a
--- /dev/null
+++ b/scripts/config/CIFAR10/analysis/t_gap/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 550,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/analysis/t_gap/sstdp-nownorm.json b/scripts/config/CIFAR10/analysis/t_gap/sstdp-nownorm.json
new file mode 100644
index 0000000..52eb90c
--- /dev/null
+++ b/scripts/config/CIFAR10/analysis/t_gap/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 400,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "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": 0.075,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-128/s2stdp-nownorm.json b/scripts/config/CIFAR10/csnn-128/s2stdp-nownorm.json
new file mode 100644
index 0000000..3a2e7e7
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-128/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 550,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-128/sstdp-nownorm.json b/scripts/config/CIFAR10/csnn-128/sstdp-nownorm.json
new file mode 100644
index 0000000..47c3038
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-128/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 400,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "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": 0.075,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-16/s2stdp-nownorm.json b/scripts/config/CIFAR10/csnn-16/s2stdp-nownorm.json
new file mode 100644
index 0000000..d9b5921
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-16/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 135,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-16/sstdp-nownorm.json b/scripts/config/CIFAR10/csnn-16/sstdp-nownorm.json
new file mode 100644
index 0000000..026ca63
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-16/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 100,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "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": 0.075,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-64/s2stdp-nownorm.json b/scripts/config/CIFAR10/csnn-64/s2stdp-nownorm.json
new file mode 100644
index 0000000..b74cade
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-64/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 275,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/csnn-64/sstdp-nownorm.json b/scripts/config/CIFAR10/csnn-64/sstdp-nownorm.json
new file mode 100644
index 0000000..25d8024
--- /dev/null
+++ b/scripts/config/CIFAR10/csnn-64/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "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": 0.075,
+ "stdp_am": -0.01,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/gridsearch/s2stdp-nownorm.json b/scripts/config/CIFAR10/gridsearch/s2stdp-nownorm.json
new file mode 100644
index 0000000..014c775
--- /dev/null
+++ b/scripts/config/CIFAR10/gridsearch/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 350, 400, 450, 500, 550, 600 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.05, -0.025, -0.01, -0.0075, -0.005 ],
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/CIFAR10/gridsearch/sstdp-nownorm.json b/scripts/config/CIFAR10/gridsearch/sstdp-nownorm.json
new file mode 100644
index 0000000..fc813f6
--- /dev/null
+++ b/scripts/config/CIFAR10/gridsearch/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 150, 200, 250, 350, 400, 450 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "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": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.05, -0.025, -0.01, -0.0075, -0.005 ],
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/analysis/t_gap/s2stdp-nownorm.json b/scripts/config/F-MNIST/analysis/t_gap/s2stdp-nownorm.json
new file mode 100644
index 0000000..c0ae4bb
--- /dev/null
+++ b/scripts/config/F-MNIST/analysis/t_gap/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 350,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/analysis/t_gap/sstdp-nownorm.json b/scripts/config/F-MNIST/analysis/t_gap/sstdp-nownorm.json
new file mode 100644
index 0000000..1d7ed8d
--- /dev/null
+++ b/scripts/config/F-MNIST/analysis/t_gap/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 150,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "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": 0.025,
+ "stdp_am": -0.001,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/csnn-128/s2stdp-nownorm.json b/scripts/config/F-MNIST/csnn-128/s2stdp-nownorm.json
new file mode 100644
index 0000000..6b2d174
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-128/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 350,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.005,
+ "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
+}
diff --git a/scripts/config/F-MNIST/csnn-128/sstdp-nownorm.json b/scripts/config/F-MNIST/csnn-128/sstdp-nownorm.json
new file mode 100644
index 0000000..2cc47c4
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-128/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 150,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.05,
+ "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": 0.025,
+ "stdp_am": -0.001,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/csnn-16/s2stdp-nownorm.json b/scripts/config/F-MNIST/csnn-16/s2stdp-nownorm.json
new file mode 100644
index 0000000..8c114c5
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-16/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 85,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/csnn-16/sstdp-nownorm.json b/scripts/config/F-MNIST/csnn-16/sstdp-nownorm.json
new file mode 100644
index 0000000..c3b6303
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-16/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 35,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.05,
+ "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": 0.025,
+ "stdp_am": -0.001,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/csnn-64/s2stdp-nownorm.json b/scripts/config/F-MNIST/csnn-64/s2stdp-nownorm.json
new file mode 100644
index 0000000..d26f0b3
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-64/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 175,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.025,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.1,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/csnn-64/sstdp-nownorm.json b/scripts/config/F-MNIST/csnn-64/sstdp-nownorm.json
new file mode 100644
index 0000000..2c9a343
--- /dev/null
+++ b/scripts/config/F-MNIST/csnn-64/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": 75,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.05,
+ "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": 0.025,
+ "stdp_am": -0.001,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/gridsearch/s2stdp-nownorm.json b/scripts/config/F-MNIST/gridsearch/s2stdp-nownorm.json
new file mode 100644
index 0000000..74b81bc
--- /dev/null
+++ b/scripts/config/F-MNIST/gridsearch/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 150, 200, 250, 300, 350, 400 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/F-MNIST/gridsearch/sstdp-nownorm.json b/scripts/config/F-MNIST/gridsearch/sstdp-nownorm.json
new file mode 100644
index 0000000..8219941
--- /dev/null
+++ b/scripts/config/F-MNIST/gridsearch/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 100, 150, 200, 250, 300, 350 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.07, 0.06, 0.05, 0.04, 0.03, 0.02, 0.01 ],
+ "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": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/analysis/t_gap/s2stdp-nownorm.json b/scripts/config/MNIST/analysis/t_gap/s2stdp-nownorm.json
new file mode 100644
index 0000000..06db14f
--- /dev/null
+++ b/scripts/config/MNIST/analysis/t_gap/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 300,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.05,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/analysis/t_gap/sstdp-nownorm.json b/scripts/config/MNIST/analysis/t_gap/sstdp-nownorm.json
new file mode 100644
index 0000000..a3ba7ac
--- /dev/null
+++ b/scripts/config/MNIST/analysis/t_gap/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 150,
+ "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": false,
+ "w_mean_norm": 0.2,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.2, 0.1, 0.075, 0.05, 0.025, 0.01, 0.0075, 0.005, 0.0025, 0.001, 0.00075, 0.0005, 0.00025, 0.0001 ],
+ "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": 0.05,
+ "stdp_am": 0,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-128/s2stdp-nownorm.json b/scripts/config/MNIST/csnn-128/s2stdp-nownorm.json
new file mode 100644
index 0000000..bea3844
--- /dev/null
+++ b/scripts/config/MNIST/csnn-128/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 300,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0075,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.05,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-128/sstdp-nownorm.json b/scripts/config/MNIST/csnn-128/sstdp-nownorm.json
new file mode 100644
index 0000000..3f3b9ad
--- /dev/null
+++ b/scripts/config/MNIST/csnn-128/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 150,
+ "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": false,
+ "w_mean_norm": 0.2,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.07,
+ "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": 0.05,
+ "stdp_am": 0,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-16/s2stdp-nownorm.json b/scripts/config/MNIST/csnn-16/s2stdp-nownorm.json
new file mode 100644
index 0000000..f9e1361
--- /dev/null
+++ b/scripts/config/MNIST/csnn-16/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 75,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0075,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.05,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-16/sstdp-nownorm.json b/scripts/config/MNIST/csnn-16/sstdp-nownorm.json
new file mode 100644
index 0000000..199fce8
--- /dev/null
+++ b/scripts/config/MNIST/csnn-16/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 35,
+ "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": false,
+ "w_mean_norm": 0.2,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.07,
+ "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": 0.05,
+ "stdp_am": 0,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-64/s2stdp-nownorm.json b/scripts/config/MNIST/csnn-64/s2stdp-nownorm.json
new file mode 100644
index 0000000..a62b050
--- /dev/null
+++ b/scripts/config/MNIST/csnn-64/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 150,
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.0075,
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": 0.05,
+ "stdp_am": -0.005,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/csnn-64/sstdp-nownorm.json b/scripts/config/MNIST/csnn-64/sstdp-nownorm.json
new file mode 100644
index 0000000..2526f06
--- /dev/null
+++ b/scripts/config/MNIST/csnn-64/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": true,
+
+ "n_neurons": 10,
+ "firing_threshold": 75,
+ "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": false,
+ "w_mean_norm": 0.2,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": 0.07,
+ "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": 0.05,
+ "stdp_am": 0,
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/gridsearch/s2stdp-nownorm.json b/scripts/config/MNIST/gridsearch/s2stdp-nownorm.json
new file mode 100644
index 0000000..41967ee
--- /dev/null
+++ b/scripts/config/MNIST/gridsearch/s2stdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 100, 150, 200, 250, 300, 350 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.05, 0.04, 0.03, 0.02, 0.01, 0.0075, 0.005 ],
+ "adjust_t_gap": true,
+ "loss_bounds": false,
+ "class_wta": true,
+ "early_stopping": true,
+ "early_stop_patience": 10,
+
+ "stdp_type": "multiplicative",
+ "stdp_soft_bound": false,
+ "stdp_ignore_silent": false,
+ "stdp_ap": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
+ "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
+}
\ No newline at end of file
diff --git a/scripts/config/MNIST/gridsearch/sstdp-nownorm.json b/scripts/config/MNIST/gridsearch/sstdp-nownorm.json
new file mode 100644
index 0000000..e5fee61
--- /dev/null
+++ b/scripts/config/MNIST/gridsearch/sstdp-nownorm.json
@@ -0,0 +1,43 @@
+{
+ "full_logs": false,
+
+ "n_neurons": 10,
+ "firing_threshold": [ 100, 150, 200, 250, 300, 350 ],
+ "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": false,
+ "w_mean_norm": 0.3,
+
+ "n_epochs": 100,
+ "training_method": "sstdp",
+ "loss_type": "mean",
+ "t_gap": [ 0.08, 0.07, 0.06, 0.05, 0.04, 0.03, 0.02, 0.01 ],
+ "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": [ 0.1, 0.075, 0.05, 0.025, 0.01 ],
+ "stdp_am": [ -0.0075, -0.005, -0.0025, -0.001, 0 ],
+ "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
+}
\ No newline at end of file
--
GitLab