768 search results - page 61 / 154 » Information Geometry of Neural Networks |
178
Voted
NCA
2006
IEEE
15 years 3 months ago
2006
IEEE
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
115
Voted
BC
1998
15 years 3 months ago
1998
Abstract. Based on theoretical issues and neurobiological evidence, considerable interest has recently focused on dynamic computational elements in neural systems. Such elements re...
131
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IJCNN
2000
IEEE
15 years 8 months ago
2000
IEEE
We introduce an algorithm for learning a local metric to a continuous input space that measures distances in terms of relevance to the processing task. The relevance is defined a...
121
Voted
NN
2002
Springer
15 years 3 months ago
2002
Springer
We present a model for the attentional neuromodulation of decision and selection processes. The model assumes that phasic responses in the brain nucleus Locus Coeruleus modulate, ...
126
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IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
—A novel wake-sleep learning architecture for processing a robot’s facial expressions is introduced. According to neuroscience evidence, associative learning of emotional respo...