1c). Such a network is called a multi-layer perceptron or a feed-forward network. Feed-forward neural networks can also be used for regression problems, which require continuous outputs ...

In this lecture, we look at a non-symbolic representation scheme known as Artificial Neural ... networks. We look at perceptrons and linear units, and discuss the limitations that such simple networks ...

Perceptron is a foundational artificial neural network concept, effectively solving binary classification problems by mapping input features to an output decision. By merging concepts from neural ...