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165
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IJCAI
2001
15 years 8 months ago
2001
Successful image reconstruction requires the recognition of a scene and the generation of a clean image of that scene. We propose to use recurrent neural networks for both analysi...
188
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ICONIP
1998
15 years 8 months ago
1998
The paper presents a framework called ECOS for Evolving COnnectionist Systems. ECOS evolve through incremental learning. They can accommodate any new input data, including new fea...
211
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IJCAI
1997
15 years 8 months ago
1997
Bayesian belief networks have grown to prominence because they provide compact representations of many domains, and there are algorithms to exploit this compactness. The next step...
188
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NIPS
1994
15 years 8 months ago
1994
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
164
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ISCAPDCS
2004
15 years 8 months ago
2004
This paper shows that a novel network called the fat-stack is universally efficient when adequate capacity distribution is provided and is suitable for use as an interconnection n...