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» Introduction to Computer Networking
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78
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IDA
2003
Springer
15 years 3 months ago
Similarity-Based Neural Networks for Applications in Computational Molecular Biology
This paper presents an alternative to distance-based neural networks. A distance measure is the underlying property on which many neural models rely, for example self-organizing ma...
Igor Fischer
77
Voted
CCGRID
2006
IEEE
15 years 4 months ago
The Computational and Storage Potential of Volunteer Computing
“Volunteer computing” uses Internet-connected computers, volunteered by their owners, as a source of computing power and storage. This paper studies the potential capacity of ...
David P. Anderson, Gilles Fedak
82
Voted
GCC
2003
Springer
15 years 3 months ago
Distributed Computation for Diffusion Problem in a P2P-Enhanced Computing System
Basic exploration of diffusion equation solvers in distributed computing systems has been a very important issue for computational fluid dynamics (CFD). This paper presents a funda...
Jun Ni, Lili Huang, Tao He, Yongxiang Zhang, Shaow...
98
Voted
ICAISC
2010
Springer
15 years 5 days ago
Computer Assisted Peptide Design and Optimization with Topology Preserving Neural Networks
Abstract. We propose a non-standard neural network called TPNN which offers the direct mapping from a peptide sequence to a property of interest in order to model the quantitative ...
Jörg D. Wichard, Sebastian Bandholtz, Carsten...
ICANN
2010
Springer
14 years 10 months ago
Computational Properties of Probabilistic Neural Networks
We discuss the problem of overfitting of probabilistic neural networks in the framework of statistical pattern recognition. The probabilistic approach to neural networks provides a...
Jiri Grim, Jan Hora