12 search results - page 1 / 3 » On the Role of Hierarchy for Neural Network Interpretation |
IJCAI
1997
13 years 6 months ago
1997
In this paper, we concentrate on the expressive power of hierarchical structures in neural networks. Recently, the so-called SplitNet model was introduced. It develops a dynamic n...
ESANN
2008
13 years 6 months ago
2008
Rhythmic synchronization of activated neural groups in the gamma-frequency range (30-100 Hz) is observed in many brain regions. Interneuron networks are key to the generation of th...
IWANN
2009
Springer
13 years 9 months ago
2009
Springer
Abstract. Ubiquitous computing research have extended traditional environments in the so–called Intelligent Environments. All of them use their capabilities for pursuing their in...
IJCNN
2006
IEEE
13 years 11 months ago
2006
IEEE
— The tristability that a class of two-dimensional neuron models may exhibit is investigated in this paper. One proposition and three corollaries on saddles, which play an import...
ICAISC
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. Short range excitation, long range inhibition sometimes referred to as mexican hat connectivity seems to play important role in organization of the cortex, leading to fai...