Quanvolutional Neural Networks - Deepstash

Quanvolutional Neural Networks

Quanvolutional Neural Networks

Quanvolutional Neural Networks

A Quanvolutional Neural Network (QNN) is basically a CNN but with quanvolutional layers (much like how CNN’s have convolutioanl layers). A Quanvolutional layer acts and behaves just like a convolutional layer!

Much like a normal convolutional layer, we take a subset of the image, pass it through our kernal , and then it outputs a part of the new image. We do this over and over again until we reach the linear layer, which classify’s the image.

Since it acts so much like a normal Convolutional layer, you could literally use both a QNN and a CNN together in the same model!

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vedarham29

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