Self-organized Operational Neural Networks with Generative Neurons (English)
- New search for: Kiranyaz, Serkan
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https://orcid.org/0000-0003-1551-3397
- New search for: Malik, Junaid
- New search for: Abdallah, Habib Ben
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https://orcid.org/0000-0002-6129-3180
- New search for: Ince, Turker
- New search for: Iosifidis, Alexandros
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https://orcid.org/0000-0003-4807-1345
- New search for: Gabbouj, Moncef
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https://orcid.org/0000-0002-9788-2323
- New search for: Kiranyaz, Serkan
- New search for: Malik, Junaid
- New search for: Abdallah, Habib Ben
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- New search for: Iosifidis, Alexandros
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In:
Neural Networks
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140
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294-308
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Self-organized Operational Neural Networks with Generative Neurons
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Contributors:Kiranyaz, Serkan ( author ) / Malik, Junaid ( author ) / Abdallah, Habib Ben ( author ) / Ince, Turker ( author ) / Iosifidis, Alexandros ( author ) / Gabbouj, Moncef ( author )
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Published in:Neural Networks ; 140 ; 294-308
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Publisher:
- New search for: The Author(s)
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Publication date:2021-02-25
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Size:15 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 140
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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SPLASH: Learnable activation functions for improving accuracy and adversarial robustnessTavakoli, Mohammadamin / Agostinelli, Forest / Baldi, Pierre et al. | 2021
- 13
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TigeCMN: On exploration of temporal interaction graph embedding via Coupled Memory Neural NetworksZhang, Zhen / Bu, Jiajun / Li, Zhao / Yao, Chengwei / Wang, Can / Wu, Jia et al. | 2021
- 27
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Exploring the spatial reasoning ability of neural models in human IQ testsKim, Hyunjae / Koh, Yookyung / Baek, Jinheon / Kang, Jaewoo et al. | 2021
- 39
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Long-term Cognitive Network-based architecture for multi-label classificationNápoles, Gonzalo / Bello, Marilyn / Salgueiro, Yamisleydi et al. | 2021
- 49
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LSTM-based approach for predicting periodic motions of an impacting system via transient dynamicsAfebu, Kenneth Omokhagbo / Liu, Yang / Papatheou, Evangelos / Guo, Bingyong et al. | 2021
- 65
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Speaker recognition based on deep learning: An overviewBai, Zhongxin / Zhang, Xiao-Lei et al. | 2021
- 100
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Smoothing inertial neurodynamic approach for sparse signal reconstruction via -norm minimizationZhao, You / Liao, Xiaofeng / He, Xing / Tang, Rongqiang / Deng, Weiwei et al. | 2021
- 113
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Empirical strategy for stretching probability distribution in neural-network-based regressionKoo, Eunho / Kim, Hyungjun et al. | 2021
- 121
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On decision regions of narrow deep neural networksBeise, Hans-Peter / Dias Da Cruz, Steve / Schröder, Udo et al. | 2021
- 130
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Understanding the message passing in graph neural networks via power iteration clusteringLi, Xue / Cheng, Yuanzhi et al. | 2021
- 136
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Speaker separation in realistic noise environments with applications to a cognitively-controlled hearing aidBorgström, Bengt J. / Brandstein, Michael S. / Ciccarelli, Gregory A. / Quatieri, Thomas F. / Smalt, Christopher J. et al. | 2021
- 148
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Uncorrelated feature encoding for faster image style transferKim, Minseong / Choi, Hyun-Chul et al. | 2021
- 158
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Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classificationGuo, Nan / Gu, Ke / Qiao, Junfei / Bi, Jing et al. | 2021
- 167
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Parallel orthogonal deep neural networkMashhadi, Peyman Sheikholharam / Nowaczyk, Sławomir / Pashami, Sepideh et al. | 2021
- 184
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Dual self-paced multi-view clusteringHuang, Zongmo / Ren, Yazhou / Pu, Xiaorong / Pan, Lili / Yao, Dezhong / Yu, Guoxian et al. | 2021
- 193
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Diversity-driven knowledge distillation for financial trading using Deep Reinforcement LearningTsantekidis, Avraam / Passalis, Nikolaos / Tefas, Anastasios et al. | 2021
- 203
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Tumor attention networks: Better feature selection, better tumor segmentationPang, Shuchao / Du, Anan / Orgun, Mehmet A. / Wang, Yunyun / Yu, Zhenmei et al. | 2021
- 223
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Cycle consistent network for end-to-end style transfer TTS trainingXue, Liumeng / Pan, Shifeng / He, Lei / Xie, Lei / Soong, Frank K. et al. | 2021
- 237
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Bidirectional stochastic configuration network for regression problemsCao, Weipeng / Xie, Zhongwu / Li, Jianqiang / Xu, Zhiwu / Ming, Zhong / Wang, Xizhao et al. | 2021
- 247
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A clustering-based adaptive Neighborhood Retrieval VisualizerOlszewski, Dominik et al. | 2021
- 261
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Multi-resolution modulation-filtered cochleagram feature for LSTM-based dimensional emotion recognition from speechPeng, Zhichao / Dang, Jianwu / Unoki, Masashi / Akagi, Masato et al. | 2021
- 274
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PyDiNet: Pyramid Dilated Network for medical image segmentationGridach, Mourad et al. | 2021
- 282
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Manifold adversarial training for supervised and semi-supervised learningZhang, Shufei / Huang, Kaizhu / Zhu, Jianke / Liu, Yang et al. | 2021
- 294
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Self-organized Operational Neural Networks with Generative NeuronsKiranyaz, Serkan / Malik, Junaid / Abdallah, Habib Ben / Ince, Turker / Iosifidis, Alexandros / Gabbouj, Moncef et al. | 2021
- 309
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A statistical framework for non-negative matrix factorization based on generalized dual divergenceDevarajan, Karthik et al. | 2021
- 325
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Multistability of delayed fractional-order competitive neural networksZhang, Fanghai / Huang, Tingwen / Wu, Qiujie / Zeng, Zhigang et al. | 2021
- 336
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Basic theorem and global exponential stability of differential–algebraic neural networks with delayChen, Jiejie / Chen, Boshan / Zeng, Zhigang et al. | 2021
- 344
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Learning dual-margin model for visual trackingFan, Nana / Li, Xin / Zhou, Zikun / Liu, Qiao / He, Zhenyu et al. | 2021
- I
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Current Events| 2021
- ii
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Editorial Board| 2021
- II
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INN/ENNS/JNNS - Membership Applic. Form| 2021