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It would be nice if people would compare their stuff a bit more. Hinton gets a lot of attention with deep belief networks. Grossberg tried to do a lot with adap
by MrQuincle 13y ago
It would be nice if people would compare their stuff a bit more. Hinton gets a lot of attention with deep belief networks. Grossberg tried to do a lot with adaptive resonance theory. Schmidhuber has something going on with long-short--term memory. Perlovsky has yet another neural network model. All intelligent people and I love reading their work, but they should sit together and MAKE the mainstream. :-)
Just describe the basic mathematical formulations and define what is different between you and the other. I wish they would do this more and write less verbose papers.
- mc-lovin 13y agoUnfortunately the incentive structures for researchers tend to reward big claims, both on terms of results and novelty, over careful comparisons. It's always better to sell your work as a conceptual leap toward than a slight variation in a mathematical model