Deep Learning Lab 4

Task 1

Single Layer Perceptron (From Scratch)

Task 2

Multi-Layer Perceptron using NumPy

Task 3

Comparison of Single Layer vs MLP

Tools Used

• NumPy
• Matplotlib
• Google Colab

Results

• Perceptron works only for linearly separable data
• MLP works for non-linear data (XOR)