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ISSAC
1998
Springer
88views Mathematics» more  ISSAC 1998»
13 years 9 months ago
Multidimensional Chains of Recurrences
A technique to expedite iterative computations which is based on multidimensional chains of recurrences MCR is presented. Algorithms for MCR construction, interpretation and MCR-b...
V. Kislenkov, V. Mitrofanov, Eugene V. Zima
ISSAC
2001
Springer
123views Mathematics» more  ISSAC 2001»
13 years 9 months ago
On computational properties of chains of recurrences
Backward and mixed chains of recurrences are introduced. A complete set of chains of recurrences manipulation tools is described. Applications of these tools, related to the safet...
Eugene V. Zima
ICANN
2007
Springer
13 years 11 months ago
Multi-dimensional Recurrent Neural Networks
Abstract. Recurrent neural networks (RNNs) have proved effective at one dimensional sequence learning tasks, such as speech and online handwriting recognition. Some of the properti...
Alex Graves, Santiago Fernández, Jürge...
ICIP
2004
IEEE
14 years 7 months ago
Multidimensional signal compression using multi-scale recurrent patterns with smooth side-match criterion
The recently proposed method for image compression based on multi-scale recurrent patterns, the MMP (Multidimensional Multiscale Parser) has been shown to perform well for a large...
Eddie B. L. Filho, Murilo B. de Carvalho, Eduardo ...
NIPS
2008
13 years 6 months ago
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
Offline handwriting recognition--the transcription of images of handwritten text--is an interesting task, in that it combines computer vision with sequence learning. In most syste...
Alex Graves, Jürgen Schmidhuber