Seonglae Cho1998년에 이미 CNN 알고리즘이 제안되었다.하지만 여러 문제들에 부딫혀 그 동안 발전하지 못했다.
데이터의 양이 너무 적었다.연산 속도가 굉장히 느렸다.
1980 Fukushima
“sandwich” architecture (SCSCSC…)
www.rctn.org
https://www.rctn.org/bruno/public/papers/Fukushima1980.pdf
1998 Yann LeCun, Bottou, Bengio, Haffner
Gradient-based learning applied to document recognition
ieeexplore.ieee.org
https://ieeexplore.ieee.org/document/726791
2012 AlexNet Geoffrey Hinton, Ilya Sutskever
ImageNet Classification with Deep Convolutional Neural Networks
proceedings.neurips.cc
https://proceedings.neurips.cc/paper_files/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf