4 ms·
2012 was when the revolutionaries stormed the bastille and overthrew the old guard. But I say it was 2006 when the revolution started, when the manifesto was pu
by versteegen 2y ago
2012 was when the revolutionaries stormed the bastille and overthrew the old guard. But I say it was 2006 when the revolution started, when the manifesto was published: deep NNs can be trained end-to-end, learning their own features [1]. I think this is when "Deep Learning" became a term of art, and the paper has 24k citations. (Interestingly in a talk a Vector Hinton gave two weeks ago he said his paper on deep learning at NIPS 2006 was rejected because they already had one.)
[1] G. E. Hinton and R. R. Salakhutdinov, 2006, Science, Reducing the Dimensionality of Data with Neural Networks