Hopfield networks with hashing in two versions:
- Hopfield, J. J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the national academy of sciences, 79(8), 2554-2558.
- Dayan, P., & Abbott, L. F. (2001). Theoretical neuroscience: computational and mathematical modeling of neural systems. Computational Neuroscience Series.
The scripts are written for Python 3.7.
- jupyter notebook:
pip install jupyterlab[https://jupyter.org/install] - numpy:
pip install numpy[https://numpy.org/install/] - librosa:
pip install librosa[https://librosa.org/] - python_speech_features:
pip install python_speech_features[https://github.com/jameslyons/python_speech_features] - scipy:
pip install scipy[https://scipy.org/install.html] - matplotlib:
pip install matplotlib[https://matplotlib.org/3.2.1/users/installing.html] - glob:
pip install glob3
Move the .wav files you wish to use with these scripts into ./wavs folder or modify the path in folder_train = "./wavs/".