Modeling pigeon behaviour using a conditional restricted boltzmann machine

ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

Volumn , Issue , 2009, Pages 391-396

  Zeiler, Matthew D ^a   Taylor, Graham W ^a   Troje, Nikolaus F ^b   Hinton, Geoffrey E ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b QUEEN S UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL RESTRICTED BOLTZMANN MACHINES; HIDDEN VARIABLE; MISSING DATA; MOTION CAPTURE DATA; TIME STEP;

ARTIFICIAL INTELLIGENCE; COGNITIVE SYSTEMS; COMPUTATIONAL METHODS;

NEURAL NETWORKS;

EID: 84886992819     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. B.J. Frost, N.F. Troje, and S. David. Pigeon courtship behaviour in response to live birds and video presentations. In 5th International Congress of Neuroethnology, 1998.
2. S. Watanabe and N.F. Troje. Towards a "virtual pigeon": A new technique to investigate avian social perception. Animal Cognition, 9: 271-279, 2006.
3. G.W. Taylor, G.E. Hinton, and S.T. Roweis. Modeling human motion using binary latent variables. In NIPS 19, pages 1345-1352, Cambridge, MA, 2007. MIT Press.
4. Nikolaus F. Troje and Barrie J. Frost. Head-bobbing in pigeons: How stable is the hold phase? The Journal of Experimental Biology, 203 (4): 935-940, 2000.
5. G.E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Comput, 14 (8): 1771-1800, Aug 2002.
6. G. E. Hinton, S. Osindero, and Y. W. Teh. A fast learning algorithm for deep belief nets. Neural Comp., 18 (7): 1527-1554, 2006.