Geoffrey E. Hinton's Publications about:

Products of Experts

  • Guy Mayraz and Geoffrey Hinton (2002)
    Recognizing Handwritten Digits using Hierarchical Products of Experts
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, pp 189-197

    [pdf]
  • Andrew Brown, Geoffrey Hinton
    Products of Hidden Markov Models
    Technical Report:
    GCNU TR 2000-008
    [abstract] [ps] [pdf]
  • Geoffrey Hinton
    Training Products of Experts by Minimizing Contrastive Divergence
    Technical Report:  GCNU TR 2000-004
    [abstract] [ps.gz] [pdf]
  • Geoffrey Hinton
    Training products of experts by maximizing contrastive likelihood
    Technical Report:  GCNU TR1999-001
    [See updated version above: GCNU TR 2000-004]
  • Yee-Whye Teh, Geoffrey Hinton
    Rate-coded Restricted Boltzmann Machines for Face Recognition
    Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
    [abstract] [ps.gz] [pdf]
  • Brian Sallans, Geoffrey Hinton
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement learning Task
    Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
    [abstract] [ps.gz] [pdf]
  • Guy Mayraz, Geoffrey Hinton
    Recognizing Hand-Written Digits Using Hierarchical Products of Experts
    Submitted to Advances in Neural Information Processing Systems 13, MIT Press, Cambridge, MA
    [abstract] [ps.gz] [pdf]
  • Geoffrey Hinton
    Products of experts
    [abstract] [ps] [pdf]
    Proceedings of the Ninth International Conference on Artificial Neural Networks [ICANN 99 Vol 1  pages 1-6].

[home page] [chronological publications] [top]