Introduction to Image Processing

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Introduction to Neural Networks

Artificial neural networks (ANN) are computing systems that are inspired by, but not necessarily identical to, the biological neural networks that constitute animal brains. Such systems “learn” to perform tasks by considering examples, generally without being programmed with any task-specific rules.

Can a single neuron make a simple decision?

We are going to learn how to program an artificial neuron and see how it can make a simple decision. We will create a new Python class called perceptron and define its decision function.

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How does a neuron do the training?

We are going to learn how a neuron is trained based on examples. We will program an artificial neuron and train it for a specific function and see how it will be able to make a new prediction.

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