NND3: Mastering Single-Layer Neural Networks & Perceptron Fundamentals πŸ€–

Learn how multiple neurons work together in a single-layer neural network. Discover the basics of perceptrons and how they process information in this comprehensive guide.

NND3: Mastering Single-Layer Neural Networks & Perceptron Fundamentals πŸ€–
learndataa
54 views β€’ Aug 31, 2025
NND3: Mastering Single-Layer Neural Networks & Perceptron Fundamentals πŸ€–

About this video

In this lesson, we move from a single neuron to a single-layer neural network.
We’ll see how multiple neurons can operate in parallel, share the same input vector, and produce multiple outputs.

This series is inspired by Neural Network Design (Hagan et al.) and aims to make the fundamentals of neural networks clear with redrawn diagrams and step-by-step explanations.

πŸ‘‰ Official book resources: https://hagan.okstate.edu/nnd.html

⚠️ Disclaimer: My explanations are my own interpretations for educational purposes.

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Video Information

Views

54

Likes

2

Duration

25:02

Published

Aug 31, 2025

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