Multi-branch structure of layered neural networks

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 1, Issue , 2002, Pages 243-247

  Yamashita, T ^a   Hirasawa, K ^b   Hu, Jinglu ^a   Murata, J ^a  

^a KYUSHU UNIVERSITY   (Japan)

^b WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; INFORMATION SCIENCE; NEURAL NETWORKS;

COMPUTATIONAL COSTS; EXPLOSION PROBLEMS; HIGHER ORDER EFFECTS; HIGHER ORDER NEURAL NETWORK; LAYERED NEURAL NETWORK; MULTI-BRANCH STRUCTURES; TRAINING NETWORK;

NETWORK LAYERS;

EID: 84965053659     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1202170     Document Type: Conference Paper

References (9)

1. McCulloch,W.S. and Pitts,W.; A logical caluculus of the ideas imminent in nervous activity, Bulletin of Mathematical Biophysics, vol.5, pp.115-33, 1943.
2. Rosenblatt,F.: The perception: a probabilistic model for information storage and organization in the brain, Psychological Review, vol.65, pp.386-408, 1958.
3. Rosenblatt,F.: Principles of neurodynamics, New York: Spartan Books, 1962.
4. Rumelhart,D.E., Hinton.G.E. and Williams,R.J.: Learning internal representations by error propagation, In Parallel distributed processing, vol.1, pp.318-62, Cambridge, MA:MIT Press, 1986.
5. K.Hirasawa, X.Wang, J.Murata, J.Hu and C.Jin: Universal learning network and its application to chaos control, Neural Networks, vol.13, pp.239-253, 2000.
6. P. Werbos: New tools for prediction and analysis in the behavior science, Ph.D. dissertation, Harvard Univ., Cambridge, MA, 1974.
7. T.Kaita, S.Tomita and J.Yamanaka: On a higher-order neural network for distortion invariant pattern recognition, Pattern Recognition Letters, vol.23, pp.977-984, 2002.
8. M.Güler: A model with an intrinsic property of learning higher order correlations, Neural Networks, vol.14, pp495-504, 2001.
9. Mackey, M.C. and Glass, L: Oscillation and chaos in a physiological control system, Science, vol.197, no.287, 1977.