Sciweavers

5065 search results - page 137 / 1013
» Neural networks: Algorithms and applications
Sort
View
ACL
2007
15 years 7 months ago
Fast Semantic Extraction Using a Novel Neural Network Architecture
We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
Ronan Collobert, Jason Weston
ACL
2004
15 years 7 months ago
Discriminative Training of a Neural Network Statistical Parser
Discriminative methods have shown significant improvements over traditional generative methods in many machine learning applications, but there has been difficulty in extending th...
James Henderson
FLAIRS
1998
15 years 7 months ago
Predicting Hospital Length of Stay with Neural Networks
Critical careprovidersare facedwithresourceshortagesandmust find waysto effectively plan their resourceutilization. Neural networksprovide a newmethodfor evaluating traumapatient ...
Steven Walczak, Walter E. Pofahl, Ronald J. Scorpi...
ICASSP
2011
IEEE
14 years 10 months ago
Syllabification of conversational speech using Bidirectional Long-Short-Term Memory Neural Networks
Segmentation of speech signals is a crucial task in many types of speech analysis. We present a novel approach at segmentation on a syllable level, using a Bidirectional Long-Shor...
Christian Landsiedel, Jens Edlund, Florian Eyben, ...
GECCO
2003
Springer
268views Optimization» more  GECCO 2003»
15 years 11 months ago
A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods
Shunting Inhibitory Artificial Neural Networks (SIANNs) are biologically inspired networks in which the synaptic interactions are mediated via a nonlinear mechanism called shuntin...
Abdesselam Bouzerdoum, Rainer Mueller