889 search results - page 44 / 178 » Probabilistic Neural Network Models for Sequential Data |
121
Voted
IJCNN
2007
IEEE
15 years 9 months ago
2007
IEEE
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
148
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ECAI
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
137
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JMLR
2002
15 years 2 months ago
2002
The temporal distance between events conveys information essential for numerous sequential tasks such as motor control and rhythm detection. While Hidden Markov Models tend to ign...
140
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AISS
2010
15 years 1 days ago
2010
This paper presents the artificial intelligence techniques to control a proton exchange membrane fuel cell system process using particularly a methodology of dynamic neural networ...
108
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NIPS
1994
15 years 3 months ago
1994
A self-organizing neural network for sequence classification called SARDNET is described and analyzed experimentally. SARDNET extends the Kohonen Feature Map architecture with act...