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» Improving reservoirs using intrinsic plasticity
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49
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IJON
2008
60views more  IJON 2008»
15 years 21 days ago
Improving reservoirs using intrinsic plasticity
Benjamin Schrauwen, Marion Wardermann, David Verst...
105
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ICONIP
2010
14 years 11 months ago
Improving Recurrent Neural Network Performance Using Transfer Entropy
Abstract. Reservoir computing approaches have been successfully applied to a variety of tasks. An inherent problem of these approaches, is, however, their variation in performance ...
Oliver Obst, Joschka Boedecker, Minoru Asada
102
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ESANN
2007
15 years 2 months ago
Intrinsic plasticity for reservoir learning algorithms
One of the most difficult problems in using dynamic reservoirs like echo state networks for signal processing is the choice of reservoir network parameters like connectivity or spe...
Marion Wardermann, Jochen J. Steil
124
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BC
2002
133views more  BC 2002»
15 years 16 days ago
Cortical network reorganization guided by sensory input features
Abstract. Sensory experience alters the functional organization of cortical networks. Previous studies using behavioral training motivated by aversive or rewarding stimuli have dem...
Michael P. Kilgard, Pritesh K. Pandya, Navzer D. E...