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A Structure Theory for Identification of Recurrent Neural Nets - Part 1
IFAC Proceedings Volumes, 1998Abstract This paper extends some results on identifiability of recurrent (dynamic) neural nets obtained by F.Albertini and E.Sontag. A topological and geometrical description of the set of identifiable paranleters is given. In addition it is shown that the classes of observationally equivalent non-nlinimal systems are essentially finite unions of ...
Monika Dörfler, Manfred Deistler
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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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Unit Selection with Hierarchical Cascaded Long Short Term Memory Bidirectional Recurrent Neural Nets
Interspeech, 2017V. Pollet +3 more
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Representational dynamics in the human ventral stream captured in deep recurrent neural nets
, 2018Tim C Kietzmann +5 more
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Microglia-mediated degradation of perineuronal nets promotes pain
Science, 2022, , Calvin Wong
exaly
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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A reticular chemistry guide for the design of periodic solids
Nature Reviews Materials, 2021Hao Jiang +2 more
exaly