├── .gitignore ├── README.md ├── deepsith ├── __init__.py ├── deepsith.py └── isith.py ├── experiments ├── AddingProblem │ ├── addingproblem-DeepSITH.ipynb │ ├── addingproblem-LMU.ipynb │ ├── addingproblem-LSTM.ipynb │ ├── addingproblem-coRNN.ipynb │ ├── cornn.py │ ├── lmu.py │ └── performance.ipynb ├── Hateful8 │ ├── cornn.py │ ├── hateful8-DeepSITH.ipynb │ ├── hateful8-LMU.ipynb │ ├── hateful8-LSTM.ipynb │ ├── hateful8-coRNN.ipynb │ ├── lmu.py │ └── performance.ipynb ├── MackeyGlass │ ├── MackeyGlass-DeepSITH-increasing_tau.ipynb │ ├── MackeyGlass-LMU-increasing_tau.ipynb │ ├── MackeyGlass-LSTM-increasing_tau.ipynb │ ├── MackeyGlass-coRNN-increasing_tau.ipynb │ ├── attract.dill │ ├── cornn.py │ ├── lmu.py │ └── performance.ipynb └── psMNIST │ ├── psMNIST.ipynb │ ├── sMNIST.ipynb │ └── visualization.ipynb ├── figures └── model_config.png └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/README.md -------------------------------------------------------------------------------- /deepsith/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/deepsith/__init__.py -------------------------------------------------------------------------------- /deepsith/deepsith.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/deepsith/deepsith.py -------------------------------------------------------------------------------- /deepsith/isith.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/deepsith/isith.py -------------------------------------------------------------------------------- /experiments/AddingProblem/addingproblem-DeepSITH.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/addingproblem-DeepSITH.ipynb -------------------------------------------------------------------------------- /experiments/AddingProblem/addingproblem-LMU.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/addingproblem-LMU.ipynb -------------------------------------------------------------------------------- /experiments/AddingProblem/addingproblem-LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/addingproblem-LSTM.ipynb -------------------------------------------------------------------------------- /experiments/AddingProblem/addingproblem-coRNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/addingproblem-coRNN.ipynb -------------------------------------------------------------------------------- /experiments/AddingProblem/cornn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/cornn.py -------------------------------------------------------------------------------- /experiments/AddingProblem/lmu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/lmu.py -------------------------------------------------------------------------------- /experiments/AddingProblem/performance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/AddingProblem/performance.ipynb -------------------------------------------------------------------------------- /experiments/Hateful8/cornn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/cornn.py -------------------------------------------------------------------------------- /experiments/Hateful8/hateful8-DeepSITH.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/hateful8-DeepSITH.ipynb -------------------------------------------------------------------------------- /experiments/Hateful8/hateful8-LMU.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/hateful8-LMU.ipynb -------------------------------------------------------------------------------- /experiments/Hateful8/hateful8-LSTM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/hateful8-LSTM.ipynb -------------------------------------------------------------------------------- /experiments/Hateful8/hateful8-coRNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/hateful8-coRNN.ipynb -------------------------------------------------------------------------------- /experiments/Hateful8/lmu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/lmu.py -------------------------------------------------------------------------------- /experiments/Hateful8/performance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/Hateful8/performance.ipynb -------------------------------------------------------------------------------- /experiments/MackeyGlass/MackeyGlass-DeepSITH-increasing_tau.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/MackeyGlass-DeepSITH-increasing_tau.ipynb -------------------------------------------------------------------------------- /experiments/MackeyGlass/MackeyGlass-LMU-increasing_tau.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/MackeyGlass-LMU-increasing_tau.ipynb -------------------------------------------------------------------------------- /experiments/MackeyGlass/MackeyGlass-LSTM-increasing_tau.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/MackeyGlass-LSTM-increasing_tau.ipynb -------------------------------------------------------------------------------- /experiments/MackeyGlass/MackeyGlass-coRNN-increasing_tau.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/MackeyGlass-coRNN-increasing_tau.ipynb -------------------------------------------------------------------------------- /experiments/MackeyGlass/attract.dill: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/attract.dill -------------------------------------------------------------------------------- /experiments/MackeyGlass/cornn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/cornn.py -------------------------------------------------------------------------------- /experiments/MackeyGlass/lmu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/lmu.py -------------------------------------------------------------------------------- /experiments/MackeyGlass/performance.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/MackeyGlass/performance.ipynb -------------------------------------------------------------------------------- /experiments/psMNIST/psMNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/psMNIST/psMNIST.ipynb -------------------------------------------------------------------------------- /experiments/psMNIST/sMNIST.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/psMNIST/sMNIST.ipynb -------------------------------------------------------------------------------- /experiments/psMNIST/visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/experiments/psMNIST/visualization.ipynb -------------------------------------------------------------------------------- /figures/model_config.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/figures/model_config.png -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/compmem/DeepSITH/HEAD/setup.py --------------------------------------------------------------------------------