201
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ANNS
2010
14 years 10 months ago
2010
In this contribution we will provide the reader with outcomes of the development of a novel software framework for an unique wafer-scale neuromordware system. The hardware system i...
84
Voted
NN
2010
Springer
14 years 10 months ago
2010
Springer
NN
2010
Springer
14 years 10 months ago
2010
Springer
128
Voted
NN
2010
Springer
14 years 10 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 ...
101
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NN
2010
Springer
14 years 10 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...
104
Voted
NN
2010
Springer
14 years 10 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...
87
Voted
NN
2010
Springer
14 years 10 months ago
2010
Springer
110
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NN
2010
Springer
14 years 10 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...
97
Voted
NC
2010
14 years 10 months ago
2010
Abstract. Inspired by P systems initiated by Gheorghe P˜aun, we study a computation model over a multiset of communicating objects. The objects in our model are instances of fini...