ANNS
2010
13 years 2 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...
NN
2010
Springer
13 years 2 months ago
2010
Springer
NN
2010
Springer
13 years 2 months ago
2010
Springer
NN
2010
Springer
13 years 2 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 ...
NN
2010
Springer
13 years 2 months ago
2010
Springer
NN
2010
Springer
13 years 2 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...
NN
2010
Springer
13 years 2 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...
NN
2010
Springer
13 years 2 months ago
2010
Springer
NN
2010
Springer
13 years 2 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...
NC
2010
13 years 2 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...