Perceptrons as Logical Operators
Explore how perceptrons function as simple binary classifiers for logical operators such as AND, OR, and NOT. Learn to implement these perceptron models using NumPy, understand their prediction methods, and experiment with training techniques like batch gradient descent. This lesson also guides you to modify input parameters for NAND and NOR gates to see if the perceptron learns optimal weights, helping you grasp foundational concepts in deep learning logic models.
We'll cover the following...
We'll cover the following...
Some logical operators can be represented as the perceptron.
π Note: The perceptrons are trained using the batch gradient descent. The code is the same as explained in the previous lesson. ...