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NC
2008
120views Neural Networks» more  NC 2008»
13 years 8 months ago
Combining self-healing and proofreading in self-assembly
Molecular self-assembly is a promising approach to bottom-up fabrication of complex structures. A major impediment to the practical use of self-assembly to create complex structure...
David Soloveichik, Matthew Cook, Erik Winfree
NC
2006
130views Neural Networks» more  NC 2006»
13 years 8 months ago
Dynamic self-assembly in living systems as computation
Biochemical reactions taking place in living systems that map different inputs to specific outputs are intuitively recognized as performing information processing. Conventional wis...
Ann M. Bouchard, Gordon C. Osbourn
NC
2006
132views Neural Networks» more  NC 2006»
13 years 8 months ago
Learning short multivariate time series models through evolutionary and sparse matrix computation
Multivariate Time Series (MTS) data are widely available in different fields including medicine, finance, bioinformatics, science and engineering. Modelling MTS data accurately is...
Stephen Swift, Joost N. Kok, Xiaohui Liu
NC
2002
196views Neural Networks» more  NC 2002»
13 years 8 months ago
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation
Second order statistics have formed the basis of learning and adaptation due to its appeal and analytical simplicity. On the other hand, in many realistic engineering problems requ...
Deniz Erdogmus, José Carlos Príncipe...
NC
1998
138views Neural Networks» more  NC 1998»
13 years 10 months ago
Parallel Adaptive Genetic Algorithm
In this paper we introduce an efficient implementation of asynchronously parallel genetic algorithm with adaptive genetic operators. The classic genetic algorithm paradigm is exte...
Leo Budin, Marin Golub, Domagoj Jakobovic