tag :: rnn cnn | BibSonomy

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1Complete Guide to Artificial Neural Network Concepts & Models
Learn fundamental concepts of neural networks - backpropagation, activation functions, hyperparameters, RNN, CNN and more.
4 years ago by @analyst
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1acadTags/Label-Embedding-Medical-Coding: For HealTAC 2020: Initialising Label Embedding for Automated Medical Coding of Clinical Notes
https://github.com/acadTags/Label-Embedding-Medical-Coding
4 years ago by @hangdong
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bertbigrucamlclinical_notescnndischarge_summarieslabel_correlationlabel_embeddinglabel_semanticsmedical-informaticsmedical_codingmimicmimic3multi-label_classificationmultilabelmyownrnnweight_initialisationword2vec
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1Efficient Processing of Deep Neural Networks: A Tutorial and Survey - IEEE Journals & Magazine
https://ieeexplore.ieee.org/document/8114708
3 years ago by @ninawue
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1Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks | BibSonomy
https://www.bibsonomy.org/bibtex/2861949292ca6ad67a83261751c6e6bb5/ninawue
3 years ago by @ninawue
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automated_feature_extractioncnndeep_learningfinallstmrnnthema:machine_monitoring
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12018_Book_NeuralNetworksAndDeepLearning-1.pdf
https://link.springer.com/content/pdf/10.1007/978-3-319-94463-0.pdf
3 years ago by @ninawue
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2The Effects of Hyperparameters on SGD Training of Neural Networks
T. Breuel. (2015)cite arxiv:1508.02788.
7 years ago by @albinzehe
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3Training RNNs as Fast as CNNs
T. Lei, Y. Zhang, and Y. Artzi. (2017)cite arxiv:1709.02755Comment: submission version.
6 years ago by @dallmann
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3Training RNNs as Fast as CNNs
T. Lei, Y. Zhang, and Y. Artzi. (2017)cite arxiv:1709.02755Comment: submission version.
6 years ago by @achakraborty
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2017arxivcnndeep-learningpaperresearchrnn
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6A C-LSTM Neural Network for Text Classification.
C. Zhou, C. Sun, Z. Liu, and F. Lau. CoRR, (2015)
6 years ago by @dallmann
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2Character-Aware Neural Language Models
Y. Kim, Y. Jernite, D. Sontag, and A. Rush. AAAI, (2016)
6 years ago by @dallmann
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4Character-Aware Neural Language Models
Y. Kim, Y. Jernite, D. Sontag, and A. Rush. (2015)cite arxiv:1508.06615Comment: AAAI 2016.
6 years ago by @dallmann
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charactercnndeep_learninglanguage_modelrnn
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2Named Entity Recognition with Bidirectional LSTM-CNNs
J. Chiu, and E. Nichols. TACL, (2016)
6 years ago by @dallmann
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NER
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NERcharactercnndeep_learningrnnthemathema:ner_neuralword
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3A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking
H. Nguyen, and M. Nguyen. (2017)cite arxiv:1706.08032Comment: PACLING Conference 2017, 6 pages.
6 years ago by @dallmann
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6A C-LSTM Neural Network for Text Classification.
C. Zhou, C. Sun, Z. Liu, and F. Lau. CoRR, (2015)
6 years ago by @thoni
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3ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction
J. Rotsztejn, N. Hollenstein, and C. Zhang. (2018)cite arxiv:1804.02042Comment: Accepted to SemEval 2018 (12th International Workshop on Semantic Evaluation).
6 years ago by @schwemmlein
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2018classificationcnneclethextractionnetworkneuralnlpnnrelationrnnsemevalsemeval18
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6A C-LSTM Neural Network for Text Classification
C. Zhou, C. Sun, Z. Liu, and F. Lau. CoRR, (2015)
6 years ago by @nosebrain
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2Comparative Study of CNN and RNN for Natural Language Processing
W. Yin, K. Kann, M. Yu, and H. Schütze. (2017)cite arxiv:1702.01923Comment: 7 pages, 11 figures.
6 years ago by @nosebrain
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5Recurrent Convolutional Neural Networks for Text Classification
S. Lai, L. Xu, K. Liu, and J. Zhao. AAAI, 333, page 2267--2273. (2015)
6 years ago by @nosebrain
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3Device placement optimization with reinforcement learning
A. Mirhoseini, H. Pham, Q. Le, B. Steiner, R. Larsen, Y. Zhou, N. Kumar, M. Norouzi, S. Bengio, and J. Dean. arXiv preprint arXiv:1706.04972, (2017)
5 years ago by @loroch
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CNNCPUGPURLRNNdeep_learningdevicesoptimizationplacement
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4Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems
J. You, Y. Wang, A. Pal, P. Eksombatchai, C. Rosenberg, and J. Leskovec. Proceedings of the international conference on the World Wide Web., (2019)
5 years ago by @nosebrain
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30Deep Learning
I. Goodfellow, Y. Bengio, and A. Courville. MIT Press, (2016)http://www.deeplearningbook.org.
5 years ago by @annakrause
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1EEG Based Classification of Emotions with CNN and RNN
S. Selvarani. International Journal of Trend in Scientific Research and Development, 4 (4): 1289-1293 (June 2020)
4 years ago by @ijtsrd
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Communication
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&CNNCommunicationConfusionEEGElectronics&CommunicationEngineeringEmotionEngineeringRNNSEEDclassificationmatrix
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3Recurrent Convolutional Neural Network for Sequential Recommendation
C. Xu, P. Zhao, Y. Liu, J. Xu, V. S.Sheng, Z. Cui, X. Zhou, and H. Xiong. The World Wide Web Conference, page 3398–3404. New York, NY, USA, Association for Computing Machinery, (2019)
4 years ago by @nosebrain
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3Recurrent Convolutional Neural Network for Sequential Recommendation
C. Xu, P. Zhao, Y. Liu, J. Xu, V. S.Sheng, Z. Cui, X. Zhou, and H. Xiong. The World Wide Web Conference, page 3398–3404. New York, NY, USA, Association for Computing Machinery, (2019)
3 years ago by @dallmann
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4Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks
R. Zhao, R. Yan, J. Wang, and K. Mao. Sensors, 17 (2): 273 (January 2017)
3 years ago by @ninawue
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1Complete Guide to Artificial Neural Network Concepts & Models

1acadTags/Label-Embedding-Medical-Coding: For HealTAC 2020: Initialising Label Embedding for Automated Medical Coding of Clinical Notes

1Efficient Processing of Deep Neural Networks: A Tutorial and Survey - IEEE Journals & Magazine

1Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks | BibSonomy

12018_Book_NeuralNetworksAndDeepLearning-1.pdf

publications (hide)26
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2The Effects of Hyperparameters on SGD Training of Neural Networks

3Training RNNs as Fast as CNNs

3Training RNNs as Fast as CNNs

6A C-LSTM Neural Network for Text Classification.

2Character-Aware Neural Language Models

4Character-Aware Neural Language Models

2Named Entity Recognition with Bidirectional LSTM-CNNs

3A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking

6A C-LSTM Neural Network for Text Classification.

3ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction

6A C-LSTM Neural Network for Text Classification

2Comparative Study of CNN and RNN for Natural Language Processing

5Recurrent Convolutional Neural Networks for Text Classification

3Device placement optimization with reinforcement learning

4Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems

30Deep Learning

1EEG Based Classification of Emotions with CNN and RNN

3Recurrent Convolutional Neural Network for Sequential Recommendation

3Recurrent Convolutional Neural Network for Sequential Recommendation

4Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

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