Overview
[AI Summary]: This educational video by Welch Labs explores the fundamental building block of modern AI systems - the perceptron. The video demonstrates how the perceptron algorithm, developed by psychologist Frank Rosenblatt in the 1950s, forms the foundation of today’s large language models like ChatGPT. It explains that by linking approximately 100 million perceptrons in a neural network, we can create sophisticated AI systems. The presentation covers how perceptrons process input patterns through switches and weighted connections, and how the learning rule discovered in 1957 evolved into modern backpropagation techniques used to train massive neural networks like GPT-3.
- Channel: Welch Labs
- Type: Educational video
- Topic: Neural networks, perceptrons, AI fundamentals
- Duration: ~24 minutes