---
title: "IEEE Transactions on Neural Networks and Learning Systems"
description: "IEEE Transactions on Neural Networks and Learning Systems 2015 — papers: 1 paper in the Elamur Research library, with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/"
---
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# IEEE Transactions on Neural Networks and Learning Systems 2015 — papers

The works of IEEE Transactions on Neural Networks and Learning Systems published in 2015 that our library holds (publisher: Institute of Electrical and Electronics Engineers): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**360** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/#works) · [**7,008** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Extreme Learning Machine for Multilayer Perceptron ↗](https://doi.org/10.1109/tnnls.2015.2424995)**Jiexiong Tang, Chenwei Deng, Guang-Bin Huang*1,451 citations*
2. **[Machine Learning Methods for Attack Detection in the Smart Grid ↗](https://doi.org/10.1109/tnnls.2015.2404803)**Mete Özay, Iñaki Esnaola, Fatos Tunay Yarman Vural et al.*641 citations*
3. **[Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks ↗](https://doi.org/10.1109/tnnls.2015.2435783)**Maoguo Gong, Jiaojiao Zhao, Jia Liu et al.*638 citations*
4. **[A Combined Adaptive Neural Network and Nonlinear Model Predictive Control for Multirate Networked Industrial Process Control ↗](https://doi.org/10.1109/tnnls.2015.2411671)**Tong Wang, Huijun Gao, Jianbin Qiu*636 citations*
5. **[H ∞ Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning ↗](https://doi.org/10.1109/tnnls.2015.2441749)**Hamidreza Modares, Frank L. Lewis, Zhong‐Ping Jiang*569 citations*
6. **[2015 IEEE Symposium Series on Computational Intelligence ↗](https://doi.org/10.1109/tnnls.2015.2479518)***443 citations*
7. **[Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle ↗](https://doi.org/10.1109/tnnls.2015.2456972)**Bin Xu, Chenguang Yang, Yongping Pan*347 citations*
8. **[Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption ↗](https://doi.org/10.1109/tnnls.2014.2387355)**Shiping Wen, Zhigang Zeng, Tingwen Huang et al.*327 citations*
9. **[A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method ↗](https://doi.org/10.1109/tnnls.2015.2415257)**Xin Luo, MengChu Zhou, Shuai Li et al.*322 citations*
10. **[Neural Network-Based Adaptive Dynamic Surface Control for Permanent Magnet Synchronous Motors ↗](https://doi.org/10.1109/tnnls.2014.2316289)**Jinpeng Yu, Peng Jia Shi, Wenjie Dong et al.*315 citations*

## All works of the year (360)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Extreme Learning Machine for Multilayer Perceptron ↗](https://doi.org/10.1109/tnnls.2015.2424995)**Jiexiong Tang, Chenwei Deng, Guang-Bin Huang*1,451 citations*
2. **[Machine Learning Methods for Attack Detection in the Smart Grid ↗](https://doi.org/10.1109/tnnls.2015.2404803)**Mete Özay, Iñaki Esnaola, Fatos Tunay Yarman Vural et al.*641 citations*
3. **[Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks ↗](https://doi.org/10.1109/tnnls.2015.2435783)**Maoguo Gong, Jiaojiao Zhao, Jia Liu et al.*638 citations*
4. **[A Combined Adaptive Neural Network and Nonlinear Model Predictive Control for Multirate Networked Industrial Process Control ↗](https://doi.org/10.1109/tnnls.2015.2411671)**Tong Wang, Huijun Gao, Jianbin Qiu*636 citations*
5. **[H ∞ Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning ↗](https://doi.org/10.1109/tnnls.2015.2441749)**Hamidreza Modares, Frank L. Lewis, Zhong‐Ping Jiang*569 citations*
6. **[2015 IEEE Symposium Series on Computational Intelligence ↗](https://doi.org/10.1109/tnnls.2015.2479518)***443 citations*
7. **[Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle ↗](https://doi.org/10.1109/tnnls.2015.2456972)**Bin Xu, Chenguang Yang, Yongping Pan*347 citations*
8. **[Lag Synchronization of Switched Neural Networks via Neural Activation Function and Applications in Image Encryption ↗](https://doi.org/10.1109/tnnls.2014.2387355)**Shiping Wen, Zhigang Zeng, Tingwen Huang et al.*327 citations*
9. **[A Nonnegative Latent Factor Model for Large-Scale Sparse Matrices in Recommender Systems via Alternating Direction Method ↗](https://doi.org/10.1109/tnnls.2015.2415257)**Xin Luo, MengChu Zhou, Shuai Li et al.*322 citations*
10. **[Neural Network-Based Adaptive Dynamic Surface Control for Permanent Magnet Synchronous Motors ↗](https://doi.org/10.1109/tnnls.2014.2316289)**Jinpeng Yu, Peng Jia Shi, Wenjie Dong et al.*315 citations*
11. **[Observer-Based Adaptive Neural Network Control for Nonlinear Systems in Nonstrict-Feedback Form ↗](https://doi.org/10.1109/tnnls.2015.2412121)**Bing Chen, Huaguang Zhang, Chong Lin*307 citations*
12. **[Neural Network-Based Event-Triggered State Feedback Control of Nonlinear Continuous-Time Systems ↗](https://doi.org/10.1109/tnnls.2015.2416259)**Avimanyu Sahoo, Hao Xu, S. Jagannathan*292 citations*
13. **[Integration-Enhanced Zhang Neural Network for Real-Time-Varying Matrix Inversion in the Presence of Various Kinds of Noises ↗](https://doi.org/10.1109/tnnls.2015.2497715)**Long Jin, Yunong Zhang, Shuai Li*291 citations*
14. **[Synchronization of Linearly Coupled Networks With Delays via Aperiodically Intermittent Pinning Control ↗](https://doi.org/10.1109/tnnls.2014.2383174)**Xiwei Liu, Tianping Chen*277 citations*
15. **[Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training ↗](https://doi.org/10.1109/tnnls.2014.2383395)**Daniel Soudry, Dotan Di Castro, A. Gal et al.*271 citations*
16. **[Sparse Bayesian Classification of EEG for Brain–Computer Interface ↗](https://doi.org/10.1109/tnnls.2015.2476656)**Yu Zhang, Guoxu Zhou, Jing Jin et al.*264 citations*
17. **[Mixed H-Infinity and Passive Filtering for Discrete Fuzzy Neural Networks With Stochastic Jumps and Time Delays ↗](https://doi.org/10.1109/tnnls.2015.2425962)**Peng Jia Shi, Yingqi Zhang, Mohammed Chadli et al.*262 citations*
18. **[Pinning Synchronization of Directed Networks With Switching Topologies: A Multiple Lyapunov Functions Approach ↗](https://doi.org/10.1109/tnnls.2015.2443064)**Guanghui Wen, Wenwu Yu, Guoqiang Hu et al.*261 citations*
19. **[Generating Highly Accurate Predictions for Missing QoS Data via Aggregating Nonnegative Latent Factor Models ↗](https://doi.org/10.1109/tnnls.2015.2412037)**Xin Luo, MengChu Zhou, Yunni Xia et al.*260 citations*
20. **[Global Mittag–Leffler Stabilization of Fractional-Order Memristive Neural Networks ↗](https://doi.org/10.1109/tnnls.2015.2506738)**Ailong Wu, Zhigang Zeng*254 citations*
21. **[Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP ↗](https://doi.org/10.1109/tnnls.2015.2464080)**Qinglai Wei, Ruizhuo Song, Pengfei Yan*252 citations*
22. **[Stability Analysis for Delayed Neural Networks Considering Both Conservativeness and Complexity ↗](https://doi.org/10.1109/tnnls.2015.2449898)**Chuan‐Ke Zhang, Yong Min He, Lin Jiang et al.*248 citations*
23. **[Event-Triggered Generalized Dissipativity Filtering for Neural Networks With Time-Varying Delays ↗](https://doi.org/10.1109/tnnls.2015.2411734)**Jia Wang, Xian‐Ming Zhang, Qing‐Long Han*240 citations*
24. **[Asynchronous Dissipative State Estimation for Stochastic Complex Networks With Quantized Jumping Coupling and Uncertain Measurements ↗](https://doi.org/10.1109/tnnls.2015.2503772)**Yong Kang Xu, Renquan Lu, Hui Peng et al.*238 citations*
25. **[Bayesian Robust Tensor Factorization for Incomplete Multiway Data ↗](https://doi.org/10.1109/tnnls.2015.2423694)**Qibin Zhao, Guoxu Zhou, Liqing Zhang et al.*238 citations*

[See all 360 papers in IEEE Transactions on Neural Networks and Learning Systems 2015 — papers →](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2015/papers/)

## Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[LSTM: A Search Space Odyssey](https://md.research.elamur.ai/free/en/papers/greff-2015-lstm-search-space-odyssey/) [IEEE Transactions on Neural Networks and Learning Systems](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/)**Klaus Greff, Rupesh Kumar Srivastava, Jan Koutnik, et al.*2015 · 7,008 citations*

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Jan Koutnik**1 work here · 7,008 citations](https://md.research.elamur.ai/free/en/authors/jan-koutnik/) · [🧑‍🔬**Jurgen Schmidhuber**1 work here · 7,008 citations](https://md.research.elamur.ai/free/en/authors/jurgen-schmidhuber/) · [🧑‍🔬**Klaus Greff**1 work here · 7,008 citations](https://md.research.elamur.ai/free/en/authors/klaus-greff/) · [🧑‍🔬**Rupesh Kumar Srivastava**1 work here · 7,008 citations](https://md.research.elamur.ai/free/en/authors/rupesh-kumar-srivastava/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Applied Sciences and Arts of Southern Switzerland** Manno · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-applied-sciences-and-arts-of-southern-switzerland/) · [🔬**Dalle Molle Institute for Artificial Intelligence Research** Lugano · Switzerland 1 work here](https://md.research.elamur.ai/free/en/labs/dalle-molle-institute-for-artificial-intelligence-research/) · [🎓**Università della Svizzera italiana** Lugano · Switzerland 1 work here](https://md.research.elamur.ai/free/en/universities/universita-della-svizzera-italiana/)

works and citations from OpenAlex and our library.

- [next → IEEE Transactions on Neural Networks and Learning Systems 2019](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/2019/)
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