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Learn AI with Python · Lesson

Feedforward Neural Networks

Building simple network structures.

1

Feedforward Neural Networks

A feedforward neural network is the simplest type of artificial neural network. In this architecture, data flows in one direction, from the input layer to the output layer, without looping back.

Feedforward Neural Networks — illustration 1

2

Structure of a Feedforward Neural Network

Feedforward networks consist of:

  • Input Layer: Receives the raw data.
  • Hidden Layers: Perform computations and extract features.
  • Output Layer: Produces the final result.

Each layer is fully connected to the next.

All lessons in this course

  1. Introduction to Neural Networks
  2. Activation Functions
  3. Feedforward Neural Networks
  4. Backpropagation Algorithm
  5. First Neural Network with TensorFlow
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