762 search results - page 78 / 153 » Constructive Neural Network Learning Algorithms |
105
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GECCO
2008
Springer
15 years 3 months ago
2008
Springer
In this paper we apply three Neuro-Evolution (NE) methods as controller design approaches in a collective behavior task. These NE methods are Enforced Sub-Populations, MultiAgent ...
131
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ESANN
2006
15 years 3 months ago
2006
Neural gas (NG) constitutes a very robust clustering algorithm which can be derived as stochastic gradient descent from a cost function closely connected to the quantization error...
103
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IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— In this paper a clustering algorithm that learns the groups of synchronized spike trains directly from data is proposed. Clustering of spike trains based on the presence of syn...
124
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ICONIP
2008
15 years 3 months ago
2008
Abstract. While injecting fault during training has long been demonstrated as an effective method to improve fault tolerance of a neural network, not much theoretical work has been...
162
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JMLR
2008
15 years 1 months ago
2008
We study a generative model in which hidden causes combine competitively to produce observations. Multiple active causes combine to determine the value of an observed variable thr...