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IJON
2008
60views more  IJON 2008»
13 years 7 months ago
Spike-timing-dependent plasticity in small-world networks
Abstract. Biologically plausible excitatory networks develop a stable synchronized pattern of activity due to synaptic refractoriness (short
Karsten Kube, Andreas Herzog, Bernd Michaelis, Ana...
IJON
2008
133views more  IJON 2008»
13 years 6 months ago
A multi-objective approach to RBF network learning
The problem of inductive supervised learning is discussed in this paper within the context of multi-objective (MOBJ) optimization. The smoothness-based apparent (effective) comple...
Illya Kokshenev, Antônio de Pádua Bra...
IJON
2008
95views more  IJON 2008»
13 years 7 months ago
A support vector machine with integer parameters
We describe here a method for building a support vector machine (SVM) with integer parameters. Our method is based on a branchand-bound procedure, derived from modern mixed intege...
Davide Anguita, Alessandro Ghio, Stefano Pischiutt...
IJON
2008
124views more  IJON 2008»
13 years 7 months ago
A dynamic algorithm for blind separation of convolutive sound mixtures
We study an efficient dynamic blind source separation algorithm of convolutive sound mixtures based on updating statistical information in the frequency domain, and minimizing the...
Jie Liu, Jack Xin, Yingyong Qi
IJON
2008
118views more  IJON 2008»
13 years 7 months ago
Incremental extreme learning machine with fully complex hidden nodes
Huang et al. [Universal approximation using incremental constructive feedforward networks with random hidden nodes, IEEE Trans. Neural Networks 17(4) (2006) 879
Guang-Bin Huang, Ming-Bin Li, Lei Chen, Chee Kheon...