A Comparative Study of Deep Learning Models on Benchmark Datasets
This paper presents a systematic experimental study spanning the major paradigms of modern deep learning as implemented in a structured laboratory curriculum. Beginning with single-perceptron logic gates and multi-layer perceptrons (MLPs), the work progressively advances through Convolutional Neural Networks (CNNs) eva...