A complete convolutional layer: convolve with K filters, add bias, apply ReLU activation. We compare conv layers to MLP layers and explain weight sharing and local connectivity.
Topics: Conv layer pipeline, bias and activation, weight sharing, local connectivity, MLP vs CNN
Part of the ES335 Machine Learning course at IIT Gandhinagar.
https://nipunbatra.github.io/ml2025/
