Inferring motor programs from images of handwritten digits

Advances in Neural Information Processing Systems

Volumn , Issue , 2005, Pages 515-522

  Hinton, Geoffrey ^a   Nair, Vinod ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DIGIT CLASSIFICATION; FEED-FORWARD; GENERATIVE MODEL; HANDWRITTEN DIGIT; MOTOR PROGRAMS; OVERFITTING; TRAINING SETS;

EID: 84858782955     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. D. M. MacKay. Mindlike behaviour in artefacts. British Journal for Philosophy of Science, 2:105-121, 1951.
2. M. Halle and K. Stevens. Speech recognition: A model and a program for research. IRE Transactions on Information Theory, IT-8 (2):155-159, 1962.
3. Murray Eden. Handwriting and pattern recognition. IRE Transactions on Information Theory, IT-8 (2):160-166, 1962.
4. J.M. Hollerbach. An oscillation theory of handwriting. Biological Cybernetics, 39:139-156, 1981.
5. G. Mayraz and G. E. Hinton. Recognizing hand-written digits using hierarchical products of experts. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:189-197, 2001.
6. D. Decoste and B. Schoelkopf. Training invariant support vector machines. Machine Learning, 46:161-190, 2002.
7. Patrice Y. Simard, Dave Steinkraus, and John Platt. Best practice for convolutional neural networks applied to visual document analysis. In International Conference on Document Analysis and Recogntion (ICDAR), IEEE Computer Society, Los Alamitos, pages 958-962, 2003.
8. Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, November 1998.
9. A. Jacobs R. Increased Rates of Convergence Through Learning Rate Adaptation. Technical Report: UM-CS-1987-117. University of Massachusetts, Amherst, MA, 1987.
10. W. Holmes, J. Holmes, and M. Judd. Extension of the bandwith of the jsru parallel-formant synthesizer for high quality synthesis of male and female speech. In Proceedings of ICASSP 90 (1), pages 313-316, 1990.