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Besides convolution, there is another vital A part of convolutional layers, generally known as the Non-linear activation purpose. The outputs from the linear functions like convolution are handed through a non-linear activation functionality.The LeNet architecture is straightforward and modest making it ideal for training the fundamentals of CNNs.