Constructing higher order neurons of increasing complexity in cascade networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1416, Issue , 1998, Pages 557-563

  Treadgold, N K ^a   Gedeon, T D ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; EXPERT SYSTEMS; NETWORK ARCHITECTURE; NEURAL NETWORKS; NEURONS;

CASCADE ALGORITHM; CASCADE ARCHITECTURE; CASCADE NETWORKS; CONSTRUCTIVE NEURAL NETWORK; HIDDEN NEURONS; OPTIMAL COMPLEXITY; PROPAGATION DELAYS; VLSI IMPLEMENTATION;

COMPLEX NETWORKS;

EID: 22044436835     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-64574-8_441     Document Type: Conference Paper

References (7)

1. Treadgold, N.K. and Gedeon, T.D. “A Cascade Network Employing Progressive RPROP,” Int. Work Conf. On Artificial and Natural Neural Networks, 1997, pp. 733-742.
2. Treadgold, N.K. and Gedeon, T.D. “Extending CasPer: A Regression Survey,” Int. Conf. On Neural Information Processing, 1997, pp. 310-313.
3. Fahlman, S.E. and Lebiere, C. “The cascade-correlation learning architecture,” Advances in Neural Information Processing, vol. 2, D.S. Touretzky, (Ed.) San Mateo, CA: Morgan Kauffman, 1990, pp. 524-532.
4. Treadgold, N.K. and Gedeon, T.D. “Exploring Architecture Variations in Constructive Cascade Networks,” Int. Joint Conference on Neural Networks, 1998, to appear.
5. Riedmiller, M. and Braun, H. “A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm,” Proc IEEE Int. Conf. on Neural Networks, 1993, pp. 586-591.
6. Treadgold, N.K. and Gedeon, T.D. “A Simulated Annealing Enhancement to Resilient Backpropagation,” Proc. Int. Panel Conf. Soft and Intelligent Computing, Budapest, 1996, pp. 293-298.
7. Hwang, J., Lay, S., Maechler, R. and Martin, D. “Regression Modeling in Back- Propagation and Projection Pursuit Learning,” IEEE Trans. Neural Networks 5(3), 1994, pp. 342-353.