Abstract
Polynomial time training and network design are two major issues for the neural network community. A new algorithm has been developed that can both "design" an appropriate network and "train" it in polynomial time. Network design is no longer a black art. The algorithm is for classification problems and uses linear programming formulations in designing and training the network. This paper will summarize the new algorithm.
Original language | English (US) |
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Title of host publication | Conference B |
Subtitle of host publication | Pattern Recognition Methodology and Systems |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 5-8 |
Number of pages | 4 |
Volume | 2 |
ISBN (Print) | 0818629150 |
DOIs | |
State | Published - Jan 1 1992 |
Event | 11th IAPR International Conference on Pattern Recognition, IAPR 1992 - The Hague, Netherlands Duration: Aug 30 1992 → Sep 3 1992 |
Other
Other | 11th IAPR International Conference on Pattern Recognition, IAPR 1992 |
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Country/Territory | Netherlands |
City | The Hague |
Period | 8/30/92 → 9/3/92 |
ASJC Scopus subject areas
- Computer Vision and Pattern Recognition