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114
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ESANN
2006
15 years 4 months ago
Visual object classification by sparse convolutional neural networks
Abstract. A convolutional network architecture termed sparse convolutional neural network (SCNN) is proposed and tested on a real-world classification task (car classification). In...
Alexander Gepperth
BIOSIG
2003
117views Biometrics» more  BIOSIG 2003»
15 years 4 months ago
Comparative Study on Fingerprint Recognition Systems - Project BioFinger
: This paper describes a comparative study on fingerprint recognition systems – the project BioFinger. The goal of this study is to investigate the capability characteristics of ...
Michael Arnold, Henning Daum, Christoph Busch
151
Voted
DC
2001
15 years 4 months ago
Author-generated Dublin Core Metadata for Web Resources: A Baseline Study in an Organization
This paper reports on a study that examined the ability of resource authors to create acceptable metadata in an organizational setting. The results indicate that authors can creat...
Jane Greenberg, Maria Cristina Pattuelli, Bijan Pa...
120
Voted
ESANN
2001
15 years 4 months ago
Transfer functions: hidden possibilities for better neural networks
Abstract. Sigmoidal or radial transfer functions do not guarantee the best generalization nor fast learning of neural networks. Families of parameterized transfer functions provide...
Wlodzislaw Duch, Norbert Jankowski
NAACL
2004
15 years 4 months ago
Name Tagging with Word Clusters and Discriminative Training
We present a technique for augmenting annotated training data with hierarchical word clusters that are automatically derived from a large unannotated corpus. Cluster membership is...
Scott Miller, Jethran Guinness, Alex Zamanian