Zobrazeno 1 - 10
of 34 506
pro vyhledávání: '"Recurrent neural networks (RNNs)"'
Autor:
He, Yuxin1 (AUTHOR) heyuxin@sztu.edu.cn, Huang, Ping1 (AUTHOR) huangping2023@email.szu.edu.cn, Hong, Weihang1 (AUTHOR) hongweihang2022@email.szu.edu.cn, Luo, Qin1 (AUTHOR) luoqin@sztu.edu.cn, Li, Lishuai2 (AUTHOR) lishuai.li@cityu.edu.hk, Tsui, Kwok-Leung3 (AUTHOR) kltsui@vt.edu
Publikováno v:
Algorithms. Sep2024, Vol. 17 Issue 9, p398. 43p.
Linearization of the dynamics of recurrent neural networks (RNNs) is often used to study their properties. The same RNN dynamics can be written in terms of the ``activations" (the net inputs to each unit, before its pointwise nonlinearity) or in term
Externí odkaz:
http://arxiv.org/abs/2309.04030
Autor:
Wu, Ling, Noels, Ludovic
Publikováno v:
Computer Methods in Applied Mechanics and Engineering 2022, 390, 114476
Artificial Neural Networks (NNWs) are appealing functions to substitute high dimensional and non-linear history-dependent problems in computational mechanics since they offer the possibility to drastically reduce the computational time. This feature
Externí odkaz:
http://arxiv.org/abs/2112.12842
Publikováno v:
Algorithms, Vol 17, Iss 9, p 398 (2024)
Traffic prediction is crucial for transportation management and user convenience. With the rapid development of deep learning techniques, numerous models have emerged for traffic prediction. Recurrent Neural Networks (RNNs) are extensively utilized a
Externí odkaz:
https://doaj.org/article/eaf28221a962416cb6f4181b1fe7a200
Autor:
Wu, Ling, Noels, Ludovic
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 15 February 2022 390
Autor:
Schmidt, Robin M.
State-of-the-art solutions in the areas of "Language Modelling & Generating Text", "Speech Recognition", "Generating Image Descriptions" or "Video Tagging" have been using Recurrent Neural Networks as the foundation for their approaches. Understandin
Externí odkaz:
http://arxiv.org/abs/1912.05911
Publikováno v:
20th World Conference on Information Security Applications (WISA 2019)
The emergence of online services in our daily lives has been accompanied by a range of malicious attempts to trick individuals into performing undesired actions, often to the benefit of the adversary. The most popular medium of these attempts is phis
Externí odkaz:
http://arxiv.org/abs/1908.03640
Autor:
ArunKumar, K.E., Kalaga, Dinesh V., Kumar, Ch. Mohan Sai, Kawaji, Masahiro, Brenza, Timothy M
Publikováno v:
In Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena May 2021 146
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Autor:
Bjerrum, Esben Jannik
The isoelectric point (IEP or pI) is the pH where the net charge on the molecular ensemble of peptides and proteins is zero. This physical-chemical property is dependent on protonable/deprotonable sidechains and their pKa values. Here an pI predictio
Externí odkaz:
http://arxiv.org/abs/1712.09553