135 search results - page 14 / 27 » Transforming Time Series into Complex Networks |
IWANN
2009
Springer
14 years 1 months ago
2009
Springer
We study the dynamics of a simple bistable system driven by multiplicative correlated noise. Such system mimics the dynamics of classical attractor neural networks with an addition...
SBRN
1998
IEEE
13 years 11 months ago
1998
IEEE
This paper describes an architecture based on spatiotemporal networks that identifies sequences of numbers. This architecture incorporates an input layer that transforms (by means...
GECCO
2008
Springer
13 years 7 months ago
2008
Springer
We are interested in engineering smart machines that enable backtracking of emergent behaviors. Our SSNNS simulator consists of hand-picked tools to explore spiking neural network...
DMSN
2007
ACM
13 years 10 months ago
2007
ACM
Many sensor network applications monitor continuous phenomena by sampling, and fit time-varying models that capture the phenomena's behaviors. We introduce Pulse, a framework...
IDEAL
2004
Springer
14 years 2 days ago
2004
Springer
Building genetic regulatory networks from time series data of gene expression patterns is an important topic in bioinformatics. Probabilistic Boolean networks (PBNs) have been deve...