Learnable Parameters in a Convolutional Neural Network (CNN) explained

Here, we’re going to learn about the learnable parameters in a convolutional neural network. Last time, we learned about learnable parameters in a fully connected network of dense layers. Now, we’re going to talk about these parameters in the scenario when our network is a convolutional neural network, or CNN.

We’ll first start out by discussing what the learnable parameters within a convolutional neural network are. We’ll then see how the total number of learnable parameters within a CNN is calculated. And after we see how this is done, we’ll illustrate the calculation using a simple convolutional neural network.

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