Who developed the neocognitron, a hierarchical multilayered neural network that inspired modern Convolutional Neural Networks?

Kunihiko Fukushima

Fukushima's work in 1980 introduced the concepts of S-cells (feature extraction) and C-cells (pooling), which are the direct ancestors of convolutional and pooling layers used in deep learning today.