253
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NN
2010
Springer
15 years 5 months ago
2010
Springer
This study shows that a mixture of RNN experts model can acquire the ability to generate sequences that are combination of multiple primitive patterns by means of self-organizing ...
174
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NN
2010
Springer
15 years 5 months ago
2010
Springer
214
Voted
NN
2010
Springer
15 years 5 months ago
2010
Springer
— This paper proposes a neural network model capable of completing partly occluded contours. The model is a hierarchical multi-layered network. Using the responses of bend-extrac...
215
Voted
NN
2010
Springer
15 years 5 months ago
2010
Springer
We present a model-free reinforcement learning method for partially observable Markov decision problems. Our method estimates a likelihood gradient by sampling directly in paramet...
167
Voted
NN
2010
Springer
15 years 5 months ago
2010
Springer
218
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NN
2010
Springer
15 years 5 months ago
2010
Springer
The ratio of two probability density functions is becoming a quantity of interest these days in the machine learning and data mining communities since it can be used for various d...