├── .gitignore ├── README.md ├── SurrGradSpike.py ├── config.py ├── cuda ├── s3gd_cuda.cpp ├── s3gd_cuda_kernel.cu └── setup_s3gd_cuda.py ├── datasets └── nmnist │ └── convert_nmnist2h5.py ├── environment.yml ├── main.py ├── plot_utils.py ├── plotting ├── backward_diagram.png ├── fig1.png ├── fig2.png ├── fig3.png ├── final_plots.py ├── results_bth │ └── data_bth.p ├── results_data │ ├── 1060 │ │ ├── SHD │ │ │ └── RUNe100_SHD_2021_05_09-23_38_05_n200 │ │ │ │ └── data.p │ │ ├── fmnist │ │ │ ├── RUNe100_fmnist_2021_05_05-12_07_24_n100 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_06-11_15_33_n200 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_06-21_18_57_n400 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_07-10_47_09_n600 │ │ │ │ └── data.p │ │ │ └── RUNe100_fmnist_2021_05_08-00_46_44_n1000 │ │ │ │ └── data.p │ │ └── nmnist │ │ │ ├── RUNe100_nmnist_2021_05_11-18_00_04_n200 │ │ │ └── data.p │ │ │ └── RUNe100_nmnist_2021_05_13-12_16_18_n400 │ │ │ └── data.p │ ├── 1080ti │ │ ├── SHD │ │ │ ├── RUNe100_SHD_2021_04_30-16_31_26_n200 │ │ │ │ └── data.p │ │ │ └── RUNe100_SHD_2021_05_01-11_24_36_n400 │ │ │ │ └── data.p │ │ ├── fmnist │ │ │ ├── RUNe100_fmnist_2021_05_05-11_09_23_n200 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_05-16_46_18_n400 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_06-11_14_11_n600 │ │ │ │ └── data.p │ │ │ ├── RUNe100_fmnist_2021_05_06-18_24_23_n800 │ │ │ │ └── data.p │ │ │ └── RUNe100_fmnist_2021_05_07-10_48_02_n1000 │ │ │ │ └── data.p │ │ └── nmnist │ │ │ ├── RUNe100_nmnist_2021_05_02-23_46_00_n200 │ │ │ └── data.p │ │ │ └── RUNe100_nmnist_2021_05_03-18_31_48_n400 │ │ │ └── data.p │ ├── RUN_FMNIST_FINAL │ │ ├── NB_HIDDEN100 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN1000 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN200 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN400 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN600 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ └── NB_HIDDEN800 │ │ │ ├── ORIG_seed1 │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ └── data.p │ ├── RUN_NMNIST_FINAL │ │ ├── NB_HIDDEN100 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN1000 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN200 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN400 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN600 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ └── NB_HIDDEN800 │ │ │ ├── ORIG_seed1 │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ └── data.p │ ├── RUN_SHD_FINAL │ │ ├── NB_HIDDEN100 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN1000 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN200 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN400 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ ├── NB_HIDDEN600 │ │ │ ├── ORIG_seed1 │ │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ │ └── data.p │ │ └── NB_HIDDEN800 │ │ │ ├── ORIG_seed1 │ │ │ └── data.p │ │ │ └── S3GD_seed1 │ │ │ └── data.p │ ├── orig_grads_shd.p │ └── s3gd_grads_shd.p └── supp_plots.py └── train_and_time.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/npvoid/SparseSpikingBackprop/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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