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The experimental results showed the deep supervised MTRNN to be more robust and to outperform the single layer supervised MTRNN model for detecting human intention.
Gunhild Layer supervised the project, contributed to the conception and design of experiments and wrote the paper.
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Any classifiers based on specific application domain can be used in the layer with supervised learning.
Because of the support from the SOM hidden layer, the supervised training converged very fast.
BP networks are a class of feed-forward neural networks, which refers to the direction of information flow from the input to the output layer, with supervised learning rules.
We used Multi Layer Perceptrons with one hidden layer and supervised learning.
If the task is a classification task usually another supervised layer is put on top of the last layer and its parameters are learnt (either randomly or by using supervised data and keeping the rest of the network fixed).
The resulting Fisher vector output are fed into stacked supervised layer to seek non-linear transformation into a deep space.
The first layer applies a supervised compilation process to a set of known programs to model the default code transformation of compilers.
By adding a supervised layer to a classical AE, and using the segmentation image of training samples as the supervised information, the model can learn the useful features to complete the semantic segmentation.
We have designed such an ANN as a feed-forward multi-layer perceptron with supervised training based on a back-propagation algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com