NND3 | Single Layer Neural Network | Perceptron Basics Explained

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 v...

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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. 👉 Official book resources: https://hagan.okstate.edu/nnd.html ⚠️ Disclaimer: My explanations are my own interpretations for educational purposes.

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Aug 31, 2025

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