Neural Network History

Neural networks have a rich history dating back to the mid-1940s, beginning with foundational models by Warren and Walter. The invention of the perceptron in 1958 marked a significant milestone, igniting early research waves. The 1980s brought a transformative shift with advancements in deep learning and backpropagation, enabling larger networks to learn complex patterns beyond simple linear classifications.