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» Locus coeruleus
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NECO
2008
108views more  NECO 2008»
14 years 10 months ago
Optimization of Decision Making in Multilayer Networks: The Role of Locus Coeruleus
Previous theoretical work has shown that a single layer neural network can implement the optimal decision process for simple, two alternative forced choice (2AFC) tasks. However, ...
Eric Shea-Brown, Mark S. Gilzenrat, Jonathan D. Co...
46
Voted
SCHOLARPEDIA
2010
84views more  SCHOLARPEDIA 2010»
14 years 9 months ago
Locus coeruleus
Sébastien Bouret, Susan Sara
101
Voted
NN
2002
Springer
113views Neural Networks» more  NN 2002»
14 years 10 months ago
Control of exploitation-exploration meta-parameter in reinforcement learning
In reinforcement learning (RL), the duality between exploitation and exploration has long been an important issue. This paper presents a new method that controls the balance betwe...
Shin Ishii, Wako Yoshida, Junichiro Yoshimoto
83
Voted
NN
2002
Springer
125views Neural Networks» more  NN 2002»
14 years 10 months ago
Neuromodulation of decision and response selection
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, ...
Marius Usher, Eddy J. Davelaar