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Quantum Spiking Neural Networks using Quantum Leaky Integrate-and-Fire neurons. Fully connected NNs and CNNs shown on MNIST, FashionMNIST, and Kuzushiji-MNIST datasets.

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Quantum Spiking Neural Networks

Quantum Spiking Neural Networks using Quantum Leaky Integrate-and-Fire neurons. Fully connected NNs and CNNs shown on MNIST, FashionMNIST, and Kuzushiji-MNIST datasets.

To use, install requirements with pip install -r requirements.txt and run any of the Jupyter Notebooks. The main notebook is alpha_mnist.ipynb, while the rest are derivatives for the CNNs and other datasets.

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Quantum Spiking Neural Networks using Quantum Leaky Integrate-and-Fire neurons. Fully connected NNs and CNNs shown on MNIST, FashionMNIST, and Kuzushiji-MNIST datasets.

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