On the internal representations of product units

Neural Processing Letters

Volumn 12, Issue 3, 2000, Pages 247-254

  Wang, Jung Hua ^a   Yu, Yi Wei ^a   Tsai, Jia Horng ^a  

^a NATIONAL TAIWAN OCEAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; BINARY CODES; COMPUTATIONAL COMPLEXITY; MULTILAYER NEURAL NETWORKS; RECURRENT NEURAL NETWORKS;

BINARY COMPUTATION PROBLEMS; MULTILAYER FEEDFORWARD NEURAL NETWORKS;

FEEDFORWARD NEURAL NETWORKS;

EID: 0034499944     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1026534303563     Document Type: Article

References (13)

1. Durbin and Rumelhart, D. E.: Product units: a computationally powerful and biologically plausible extension to backpropagation networks, Neural Computation 1 (1989), 133-142.
2. Giles, C. L., Miller, C. B., Chen, D., Chen, H. H., Sun, G. Z. and Lee, Y. C.: Learning and extracting finite state automata with second order recurrent neural networks, Neural Computation 4 (3), (1992), pp. 393-405.
3. Zeng, Z., Goodman, R. M. and Smyth, P.: Learning finite state machines with self-clustering recurrent networks, Neural Computation 5 (1993), 976-990.
4. Elman, J. L.: Distributed representations, simple recurrent networks, and grammatical structure, Machine Learning 7 (1991), 195-225.
5. Lin, C. T. and Lee, C. S.: Neural Fuzzy Systems, A Neuro-Fuzzy Synergism to Intelligent Systems, Prentice-Hall, 1996.
6. Rumelhart, D. E. and McClelland, J. L.: Parallel Distributed Processing, Explorations in the Microstructure of Cognition, Vol.1, MIT Press, Cambridge, 1986.
7. Minsky, M. and Papert, S.: Perceptrons, MIT Press, Cambridge, 1969.
8. Chen and Bastani, F.: ANN with two-dendrite neurons and its weight initialization, Proc. of Internat. Joint Conf. on Neural Networks, 1992, Vol. 3, pp.139-146.
9. Chung, P. C. and Krile, T.F.: Reliability characteristics of quadratic Hebbian-type associative memories in optical and electronic network implementations, IEEE Trans. Neural Networks 6(2) (1995), 357-367.
10. Wolpert, S. and Micheli-Tzanakou, E.: A Neuromime in VLSI, IEEE Trans. Neural Networks 7(2) (1996), 300-306.
11. Baldi, P. and Venkatesh, S.: Random interactions in higher order neural networks, IEEE Trans. Inf. Theory 39 (1993), 274-283.
12. Wang, J. H. and Jeng, M. D.: Performance characterization of product unit neural network associative memories, Proc. of 9th Internat. Conf. CAD/CAM, Robotics and Factories of the Future, Newark, NJ, August 1993.
13. Jang, J. S. R., Sun, C. T. and Mizutani, E.: Neuro-Fuzzy and Soft Computing, Prentice-Hall, 1997.