Convolutional Neural Networks (CNN) are mainly used for image recognition. The fact that the input is assumed to be an image enables an architecture to be created ... a convolution is an operation on ...

(For a more mathematical diagram, see the single-layer perceptron model here.) The resulting value is then given to the activation function ... is key. Convolutional neural networks, or CNNs ...

In this way, it is possible not only to quantumize classical neural networks, but also to design various specialized quantum models, such as convolutional quantum networks, recursive quantum ...

Because living organisms process images with their visual cortex, many researchers have taken the architecture ... a seven-level convolutional neural network (CNN) for recognition of handwritten ...