rumelhart-hinton-williams-1986

3 notes carry this tag — 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Did Rumelhart, Hinton & Williams (1986) explicitly invoke random initial weights as a symmetry-breaking mechanism in the Nature paper or their own writings?

capture promoted 2026-07-05 · backpropagation, rumelhart-hinton-williams-1986, symmetry-breaking, weight-initialization, history-of-ai
Did Ivakhnenko (1965 GMDH) and Amari (1967 SGD MLP) develop deep-network training methods that Rumelhart-Hinton-Williams 1986 failed to cite?

capture promoted 2026-07-05 · backpropagation, rumelhart-hinton-williams-1986, ivakhnenko, gmdh, amari
Do the 1986 Rumelhart-Hinton-Williams Nature paper's actual demonstrations of "useful internal representations" include a two-hidden-unit mirror-symmetry network and a five-layer family-tree network, as claimed by chsasank.com?

capture promoted 2026-07-04 · backpropagation, rumelhart-hinton-williams-1986, multilayer-perceptron, internal-representations, history-of-ai