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» A Neural Network for Text Representation
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61
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BC
2010
71views more  BC 2010»
14 years 7 months ago
Compact internal representation of dynamic situations: neural network implementing the causality principle
José Antonio Villacorta-Atienza, Manuel G. ...
ICANN
2001
Springer
15 years 2 months ago
Online Symbolic-Sequence Prediction with Discrete-Time Recurrent Neural Networks
This paper studies the use of discrete-time recurrent neural networks for predicting the next symbol in a sequence. The focus is on online prediction, a task much harder than the c...
Juan Antonio Pérez-Ortiz, Jorge Calera-Rubi...
96
Voted
ACSC
2005
IEEE
15 years 3 months ago
Graph Grammar Encoding and Evolution of Automata Networks
The global dynamics of automata networks (such as neural networks) are a function of their topology and the choice of automata used. Evolutionary methods can be applied to the opt...
Martin H. Luerssen
ACL
1998
14 years 11 months ago
Neural Network Recognition of Spelling Errors
One area in which artificial neural networks (ANNs) may strengthen NLP systems is in the identification of words under noisy conditions. In order to achieve this benefit when spel...
Mark Lewellen
84
Voted
COGSCI
2011
108views more  COGSCI 2011»
14 years 4 months ago
The AHA! Experience: Creativity Through Emergent Binding in Neural Networks
Many kinds of creativity result from combination of mental representations. This paper provides a computational account of how creative thinking can arise from combining neural pa...
Paul Thagard, Terrence C. Stewart