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A convolutional neural network is a form of neural network with an additional convolutional layer, typically used in image & audio analysis. The convolutional layer is essentially a filtering stage defined by the kernel which is used. For example, a convolutional layer could have a kernel which extracts edges from an image towards the goal of learning which objects are in a scene.
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votes
What are deconvolutional layers?
Convolutions from a DSP perspective
I'm a bit late to this but still would like to share my perspective and insights. My background is theoretical physics and digital signal processing. In particular …