2 ms·
In any case Hinton's use of the word "deep" was an excellent one from a marketing perspective: " In 2006, a publication by Geoff Hinton, Osindero and Teh[26][2
by giardini 9y ago
In any case Hinton's use of the word "deep" was an excellent one from a marketing perspective:
" In 2006, a publication by Geoff Hinton, Osindero and Teh[26][27] showed how a many-layered feedforward neural network could be effectively pre-trained one layer at a time, treating each layer in turn as an unsupervised restricted Boltzmann machine, then fine-tuning it using supervised backpropagation.[28] The paper referred to learning for deep belief nets."
Perhaps this usage ("deep belief networks") was too effective, as so many marketing terms prove to be. Hinton is likely well-aware of the importance of terminology that captures the imagination of the public (and the marketplace for research).