---
title: "Discussion on \"From One Neuron to Deep Learning: A Complete Guide to Multi-Layer Perceptrons\" | Hashnode"
description: "Discussion on \"From One Neuron to Deep Learning: A Complete Guide to Multi-Layer Perceptrons\". Walkthrough from Rosenblatt's perceptron to modern MLPs — history, math, training, and intuition behind deep learning."
url: "https://hashnode.com/posts/from-one-neuron-to-deep-learning-a-complete-guide-to-multi-layer-perceptrons/6a167f58da253d50d41a612f"
---

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# [From One Neuron to Deep Learning: A Complete Guide to Multi-Layer Perceptrons](https://yejunpark3.hashnode.dev/from-one-neuron-to-deep-learning-a-complete-guide-to-multi-layer-perceptrons?utm_source=hashnode&utm_medium=feed)

Walkthrough from Rosenblatt's perceptron to modern MLPs — history, math, training, and intuition behind deep learning.

May 27 · 15 min read · yejunpark3.hashnode.dev  
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-   [#deep-learning](https://hashnode.com/tag/deep-learning)
-   [#perceptron](https://hashnode.com/tag/perceptron)
-   [#neural-networks](https://hashnode.com/tag/neural-networks)
-   [#backpropagation-neural-netowrk](https://hashnode.com/tag/backpropagation-neural-netowrk)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)

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[Yejun Park](https://hashnode.com/@yejun)

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