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IROS
2007
IEEE
94views Robotics» more  IROS 2007»
14 years 1 months ago
Two-way translation of compound sentences and arm motions by recurrent neural networks
- We present a connectionist model that combines motions and language based on the behavioral experiences of a real robot. Two models of recurrent neural network with parametric bi...
Tetsuya Ogata, Masamitsu Murase, Jun Tani, Kazunor...
ICASSP
2011
IEEE
12 years 10 months ago
Deep belief nets for natural language call-routing
This paper considers application of Deep Belief Nets (DBNs) to natural language call routing. DBNs have been successfully applied to a number of tasks, including image, audio and ...
Ruhi Sarikaya, Geoffrey E. Hinton, Bhuvana Ramabha...
NLPRS
2001
Springer
13 years 11 months ago
Pruning UNL texts for Summarizing Purposes
This paper presents a summarization model based on the Universal Networking Language (UNL), which is a conceptual language for representing texts sentence by sentence, using seman...
Camilla Brandel Martins, Lucia Helena Machado Rino
ICANN
2007
Springer
13 years 8 months ago
Solving Selected Classification Problems in Bioinformatics Using Multilayer Neural Network Based on Multi-Valued Neurons (MLMVN)
A multilayer neural network based on multi-valued neurons (MLMVN) is a new powerful tool for solving classification, recognition and prediction problems. This network has a number ...
Igor N. Aizenberg, Jacek M. Zurada
KAIS
2006
229views more  KAIS 2006»
13 years 7 months ago
Call classification using recurrent neural networks, support vector machines and finite state automata
Our objective is spoken language classification for helpdesk call routing using a scanning understanding and intelligent system techniques. In particular, we examine simple recurre...
Sheila Garfield, Stefan Wermter