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Computer Simulations of Recurrent Neural Nets for Temporal Recognition Problems
1992A number of approaches are presented to the use of neural nets with feedback to handle the recognition of temporal data and these are assessed with respect to resilience (ability to handle noisy or incomplete input) and performance in handling similar and overlapping patterns.
G. S. Cooper, T. M. Child
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ETER-net: End to End MR Image Reconstruction Using Recurrent Neural Network
2018Recently, an end-to-end MR image reconstruction technique, called AUTOMAP, was introduced to simplify the complicated reconstruction process of MR image and to improve the quality of reconstructed MR images using deep learning. Despite the benefits of end-to-end architecture and superior quality of reconstructed MR images, AUTOMAP suffers from the ...
Changheun Oh +4 more
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Fast convergence algorithm for multilayer and recurrent neural nets
1998The presentation deals with a class of fast algoritms for training feedforward and recurrent neural networks, especially suited dor signal processing and telecommunications.
DI CLAUDIO, Elio +2 more
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The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 1998Recurrent nets are in principle capable to store past inputs to produce the currently desired output. Because of this property recurrent nets are used in time series prediction and process control. Practical applications involve temporal dependencies spanning many time steps, e.g. between relevant inputs and desired outputs.
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DRC-NET: Densely Connected Recurrent Convolutional Neural Network for Speech Dereverberation
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022Jinjiang Liu, Xueliang Zhang
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Evolutionary Chromatographic Law Identification by Recurrent Neural Nets
1995Alessandro Fadda, Marc Schoenauer
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Recurrent neural nets as building blocks for human word recognition
2nd European Conference on Speech Communication and Technology (Eurospeech 1991), 1991P. Wittenburg, R. Couwenberg
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Gastroenteropancreatic Neuroendocrine Tumors
Ca-A Cancer Journal for Clinicians, 2018Mauro Cives, Jonathan Strosberg
exaly
Chest-Wall Resection for Locally Recurrent Breast Cancer
Ca-A Cancer Journal for Clinicians, 1969Maria T Huayllani
exaly