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» Neural Networks and Complexity Theory
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IWANN
2009
Springer
15 years 4 months ago
Data Mining in Complex Diseases Using Evolutionary Computation
Abstract. A new algorithm is presented for finding genotype-phenotype association rules from data related to complex diseases. The algorithm was based on Genetic Algorithms, a tech...
Vanessa Aguiar, Jose A. Seoane, Ana Freire, Cristi...
IAT
2008
IEEE
14 years 10 months ago
Scaling Up Multi-agent Reinforcement Learning in Complex Domains
TD-FALCON (Temporal Difference - Fusion Architecture for Learning, COgnition, and Navigation) is a class of self-organizing neural networks that incorporates Temporal Difference (...
Dan Xiao, Ah-Hwee Tan
COMPLEXITY
2010
124views more  COMPLEXITY 2010»
14 years 7 months ago
Spatially embedded dynamics and complexity
To gain a deeper understanding of the impact of spatial embedding on the dynamics of complex systems we employ a measure of interaction complexity developed within neuroscience us...
Christopher L. Buckley, Seth Bullock, Lionel Barne...
SMC
2007
IEEE
122views Control Systems» more  SMC 2007»
15 years 4 months ago
Can complexity science support the engineering of critical network infrastructures?
— Considerable attention is now being devoted to the study of “complexity science” with the intent of discovering and applying universal laws of highly interconnected and evo...
David Alderson, John C. Doyle
IJCNN
2000
IEEE
15 years 2 months ago
Simulation of a Digital Neuro-Chip for Spiking Neural Networks
: Conventional hardware platforms are far from reaching real-time simulation requirements of complex spiking neural networks (SNN). Therefore we designed an accelerator board with ...
Tim Schönauer, S. Atasoy, N. Mehrtash, Heinri...