History of Deep Learning

Events

Threshold Logic (1943)

1943

The Turing Test (1950)

1950

The Perceptron (1958)

1958

Adaline (1960)

1960

Perceptrons Book (1969)

1969

AI Winter

1970 - Approx. 1987

Vanishing Gradient

Approx. 1980 - Approx. 1992

Convolutional Layer (1980)

1980

Backpropagation

1986

Handwritten Digit Recognition (1989)

1989

AI Winter

Approx. 1990 - Approx. 2000

Layer-by-Layer Pretraining (1992)

1992

DeepBlue (1997)

1997

beats world chess champion

GPU (1999)

1999

DARPA (2005)

2005

Stanford vehicle wins DARPA competition

ImageNet (2007)

2007

GoogleBrain (2011)

2011

Google's Cat Experiment (2012)

2012