Tutorials

Simple MNIST Example 

Link

Construction and training of simple QNN to perform MNIST image classification task and deploy on real QC.

Quantum Convolutional (Quanvolution)

Link / Video

Construction and training of Quantum Convolution (Quanvolution) Neural Networks to perform MNIST image classification task and deploy on real QC.

Quantum Kernel Method

Link / Video

Construction and training of Quantum Convolution (Quanvolution) Neural Networks to perform MNIST image classification task and deploy on real QC.

On-chip QNN Training

Link

Training QNN with real quantum machine, using the parameter shift rules to get gradients.

Clifford QNN

Link

Construct and train QNN with only Clifford gates in order to reduce classical simulation cost.