Neural Networks

qiskit.aqua.components.neural_networks

A neural network is a parametrized network which may be defined as a artificial neural network - classical neural network - or as parametrized quantum circuits - quantum neural network. Furthermore, neural networks can be defined with respect to a discriminative or generative task.

Neural Networks may be used, for example, with the QGAN algorithm.

Neural Network Base Classes


`DiscriminativeNetwork`	Base class for discriminative Quantum or Classical Neural Networks.
`GenerativeNetwork`	Base class for generative Quantum and Classical Neural Networks.

Neural Networks


`NumPyDiscriminator`	Discriminator based on NumPy
`PyTorchDiscriminator`	Discriminator based on PyTorch
`QuantumGenerator`	Quantum Generator.

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