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IROS
2007
IEEE
94views Robotics» more  IROS 2007»
15 years 7 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
14 years 4 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
15 years 5 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
15 years 2 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»
15 years 1 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