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» Using a neural network in the software testing process
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FLAIRS
2004
13 years 10 months ago
Recurrent Neural Networks and Pitch Representations for Music Tasks
We present results from experiments in using several pitch representations for jazz-oriented musical tasks performed by a recurrent neural network. We have run experiments with se...
Judy A. Franklin
APIN
2010
107views more  APIN 2010»
13 years 9 months ago
Extracting reduced logic programs from artificial neural networks
Artificial neural networks can be trained to perform excellently in many application areas. While they can learn from raw data to solve sophisticated recognition and analysis prob...
Jens Lehmann, Sebastian Bader, Pascal Hitzler
ENGL
2008
94views more  ENGL 2008»
13 years 9 months ago
Prototyping, Domain Specific Language, and Testing
Prototyping is a technique widely used in many engineering fields. However, in software engineering, its usage is limited to requirement elicitation. Little research has been done ...
Liguo Yu
NIPS
1998
13 years 10 months ago
Global Optimisation of Neural Network Models via Sequential Sampling
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
João F. G. de Freitas, Mahesan Niranjan, Ar...
IJCNN
2007
IEEE
14 years 3 months ago
Risk Assessment Algorithms Based on Recursive Neural Networks
— The assessment of highly-risky situations at road intersections have been recently revealed as an important research topic within the context of the automotive industry. In thi...
Alejandro Chinea Manrique De Lara, Michel Parent