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SSPR
2000
Springer
14 years 1 months ago
Encoding Nondeterministic Finite-State Tree Automata in Sigmoid Recursive Neural Networks
Abstract. Recently, a number of authors have explored the use of recursive recursive neural nets (RNN) for the adaptive processing of trees or tree-like structures. One of the most...
Mikel L. Forcada, Rafael C. Carrasco
ANNPR
2008
Springer
13 years 11 months ago
Partial Discriminative Training of Neural Networks for Classification of Overlapping Classes
In applications such as character recognition, some classes are heavily overlapped but are not necessarily to be separated. For classification of such overlapping classes, either d...
Cheng-Lin Liu
GECCO
2003
Springer
120views Optimization» more  GECCO 2003»
14 years 3 months ago
New Usage of SOM for Genetic Algorithms
Abstract. Self-Organizing Map (SOM) is an unsupervised learning neural network and it is used for preserving the structural relationships in the data without prior knowledge. SOM h...
Jung Hwan Kim, Byung Ro Moon
NN
2008
Springer
111views Neural Networks» more  NN 2008»
13 years 9 months ago
Compact hardware liquid state machines on FPGA for real-time speech recognition
Benjamin Schrauwen, Michiel D'Haene, David Verstra...