Adaptive Mixtures of Local Experts

@article{Jacobs1991AdaptiveMO,
  title={Adaptive Mixtures of Local Experts},
  author={Robert A. Jacobs and Michael I. Jordan and Steven J. Nowlan and Geoffrey E. Hinton},
  journal={Neural Computation},
  year={1991},
  volume={3},
  pages={79-87}
}
We present a new supervised learning procedure for systems composed of many separate networks, each of which learns to handle a subset of the complete set of training cases. The new procedure can be viewed either as a modular version of a multilayer supervised network, or as an associative version of competitive learning. It therefore provides a new link between these two apparently different approaches. We demonstrate that the learning procedure divides up a vowel discrimination task into… CONTINUE READING

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.
SHOWING 1-10 OF 1,767 CITATIONS, ESTIMATED 25% COVERAGE

FILTER CITATIONS BY YEAR

1990
2019

CITATION STATISTICS

  • 133 Highly Influenced Citations

  • Averaged 98 Citations per year over the last 3 years

  • 19% Increase in citations per year in 2018 over 2017

Similar Papers

Loading similar papers…