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ICONIP
2004
13 years 11 months ago
Generalization in Learning Multiple Temporal Patterns Using RNNPB
Abstract. This paper examines the generalization capability in learning multiple temporal patterns by the recurrent neural network with parametric bias (RNNPB). Our simulation expe...
Masato Ito, Jun Tani
NECO
2010
103views more  NECO 2010»
13 years 4 months ago
Population Models of Temporal Differentiation
Temporal derivatives are computed by a wide variety of neural circuits, but the problem of performing this computation accurately has received little theoretical study. Here we sy...
Bryan P. Tripp, Chris Eliasmith
APIN
2005
88views more  APIN 2005»
13 years 10 months ago
Temporal Relevance in Dynamic Decision Networks with Sparse Evidence
In this paper, we discuss the degeneration of relevance of uncertain temporal information and propose an analytical upper bound for the relevance time of information in a restrict...
Ahmed Y. Tawfik, Shakil M. Khan
ECAI
2008
Springer
13 years 11 months ago
Temporal Logic Patterns for Querying Qualitative Models of Genetic Regulatory Networks
Formal verification based on model checking provides a powerful technology to query qualitative models of dynamical systems. The application of model-checking approaches is hamper...
Pedro T. Monteiro, Delphine Ropers, Radu Mateescu,...
ECCB
2008
IEEE
13 years 10 months ago
Temporal logic patterns for querying dynamic models of cellular interaction networks
Abstract: Models of the dynamics of cellular interaction networks have become increasingly larger in recent years. Formal verification based on model checking provides a powerful t...
Pedro T. Monteiro, Delphine Ropers, Radu Mateescu,...