Programming Paradigm
Explore the Artificial Neural Network programming paradigm, discovering how inspired structures of biological neurons enable machines to learn. Understand components like perceptrons, feedforward processing, and the distinction between single and multilayer networks.
We'll cover the following...
We'll cover the following...
The programming paradigm: ANN
The programming paradigm allows machines to learn from data. It is called Artificial Neural Networks (ANN). The key idea behind ANN is to use the brain’s architecture for inspiration. Namely, on how to build intelligent machines.
A biological neuron
In a biological neuron, the dendrites receive signals, the cell body processes them, and an axon outputs the signals to other neurons.
An artificial neuron
The artificial neuron (also referred to as a ...