---
title: "Neural Networks 2023 — papers — Elamur Research"
description: "Neural Networks 2023 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/neural-networks/2023/"
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# Neural Networks 2023 — papers

The works of Neural Networks published in 2023 that our library holds (publisher: Elsevier BV): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**643** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/neural-networks/2023/#works) · [**13** citations of these works](https://md.research.elamur.ai/free/en/venues/neural-networks/2023/#works)

## Most cited papers

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

1. **[Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation ↗](https://doi.org/10.1016/j.neunet.2023.12.008)**Xinxin Kong, Fei Yu, Wei Yao et al.*289 citations*
2. **[Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism ↗](https://doi.org/10.1016/j.neunet.2023.11.041)**Liu Can, Kaige Wang, Qing Li et al.*251 citations*
3. **[A survey on few-shot class-incremental learning ↗](https://doi.org/10.1016/j.neunet.2023.10.039)**Songsong Tian, Lusi Li, Weijun Li et al.*214 citations*
4. **[MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification ↗](https://doi.org/10.1016/j.neunet.2023.02.022)**Diponkor Bala, Md. Shamim Hossain, Md. Alamgir Hossain et al.*191 citations*
5. **[AttentionMGT-DTA: A multi-modal drug-target affinity prediction using graph transformer and attention mechanism ↗](https://doi.org/10.1016/j.neunet.2023.11.018)**Hongjie Wu, Junkai Liu, Tengsheng Jiang et al.*171 citations*
6. **[CVANet: Cascaded visual attention network for single image super-resolution ↗](https://doi.org/10.1016/j.neunet.2023.11.049)**Weidong Zhang, Wenyi Zhao, Jia Li et al.*148 citations*
7. **[Dual-domain strip attention for image restoration ↗](https://doi.org/10.1016/j.neunet.2023.12.003)**Yuning Cui, Alois Knoll*147 citations*
8. **[Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare ↗](https://doi.org/10.1016/j.neunet.2023.01.022)**Sarmad Maqsood, Robertas Damaševičius*142 citations*
9. **[Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity ↗](https://doi.org/10.1016/j.neunet.2023.03.014)**Arunabha Mohan Roy, Rikhi Bose, Veera Sundararaghavan et al.*141 citations*
10. **[A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning ↗](https://doi.org/10.1016/j.neunet.2023.01.014)**Martin Mundt, Yongwon Hong, Iuliia Pliushch et al.*132 citations*

## All works of the year (643)

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

1. **[Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation ↗](https://doi.org/10.1016/j.neunet.2023.12.008)**Xinxin Kong, Fei Yu, Wei Yao et al.*289 citations*
2. **[Powerful-IoU: More straightforward and faster bounding box regression loss with a nonmonotonic focusing mechanism ↗](https://doi.org/10.1016/j.neunet.2023.11.041)**Liu Can, Kaige Wang, Qing Li et al.*251 citations*
3. **[A survey on few-shot class-incremental learning ↗](https://doi.org/10.1016/j.neunet.2023.10.039)**Songsong Tian, Lusi Li, Weijun Li et al.*214 citations*
4. **[MonkeyNet: A robust deep convolutional neural network for monkeypox disease detection and classification ↗](https://doi.org/10.1016/j.neunet.2023.02.022)**Diponkor Bala, Md. Shamim Hossain, Md. Alamgir Hossain et al.*191 citations*
5. **[AttentionMGT-DTA: A multi-modal drug-target affinity prediction using graph transformer and attention mechanism ↗](https://doi.org/10.1016/j.neunet.2023.11.018)**Hongjie Wu, Junkai Liu, Tengsheng Jiang et al.*171 citations*
6. **[CVANet: Cascaded visual attention network for single image super-resolution ↗](https://doi.org/10.1016/j.neunet.2023.11.049)**Weidong Zhang, Wenyi Zhao, Jia Li et al.*148 citations*
7. **[Dual-domain strip attention for image restoration ↗](https://doi.org/10.1016/j.neunet.2023.12.003)**Yuning Cui, Alois Knoll*147 citations*
8. **[Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare ↗](https://doi.org/10.1016/j.neunet.2023.01.022)**Sarmad Maqsood, Robertas Damaševičius*142 citations*
9. **[Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity ↗](https://doi.org/10.1016/j.neunet.2023.03.014)**Arunabha Mohan Roy, Rikhi Bose, Veera Sundararaghavan et al.*141 citations*
10. **[A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning ↗](https://doi.org/10.1016/j.neunet.2023.01.014)**Martin Mundt, Yongwon Hong, Iuliia Pliushch et al.*132 citations*
11. **[A transformer-based deep neural network model for SSVEP classification ↗](https://doi.org/10.1016/j.neunet.2023.04.045)**Jianbo Chen, Yangsong Zhang, Yudong Pan et al.*131 citations*
12. **[Variational gated autoencoder-based feature extraction model for inferring disease-miRNA associations based on multiview features ↗](https://doi.org/10.1016/j.neunet.2023.05.052)**Yanbu Guo, Dongming Zhou, Xiaoli Ruan et al.*115 citations*
13. **[A survey on neural-symbolic learning systems ↗](https://doi.org/10.1016/j.neunet.2023.06.028)**Dongran Yu, Bo Xiong Yang, Dayou Liu et al.*112 citations*
14. **[Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing ↗](https://doi.org/10.1016/j.neunet.2023.03.017)**Hang Sun, Bohui Li, Zhiping Dan et al.*107 citations*
15. **[Event-triggered control for robust exponential synchronization of inertial memristive neural networks under parameter disturbance ↗](https://doi.org/10.1016/j.neunet.2023.04.024)**Wei Yao, Chunhua Wang, Yichuang Sun et al.*103 citations*
16. **[HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN ↗](https://doi.org/10.1016/j.neunet.2023.03.004)**Md Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana et al.*103 citations*
17. **[Adaptive optimal control of affine nonlinear systems via identifier–critic neural network approximation with relaxed PE conditions ↗](https://doi.org/10.1016/j.neunet.2023.08.044)**Rui Luo, Zhinan Peng, Jiangping Hu et al.*98 citations*
18. **[A survey on cancer detection via convolutional neural networks: Current challenges and future directions ↗](https://doi.org/10.1016/j.neunet.2023.11.006)**Pallabi Sharma, Deepak Ranjan Nayak, Bunil Kumar Balabantaray et al.*94 citations*
19. **[MI-CAT: A transformer-based domain adaptation network for motor imagery classification ↗](https://doi.org/10.1016/j.neunet.2023.06.005)**Dongxue Zhang, Huiying Li, Jingmeng Xie*90 citations*
20. **[Boundary uncertainty aware network for automated polyp segmentation ↗](https://doi.org/10.1016/j.neunet.2023.11.050)**Guanghui Yue, Guibin Zhuo, Weiqing Yan et al.*87 citations*
21. **[SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains ↗](https://doi.org/10.1016/j.neunet.2023.02.042)**Kanghyeok Ko, Taesun Yeom, Minhyeok Lee*87 citations*
22. **[Event-triggered fault-tolerant control for input-constrained nonlinear systems with mismatched disturbances via adaptive dynamic programming ↗](https://doi.org/10.1016/j.neunet.2023.05.001)**Heng Zhao, Huanqing Wang, Ben Niu et al.*86 citations*
23. **[Hierarchical attention network with progressive feature fusion for facial expression recognition ↗](https://doi.org/10.1016/j.neunet.2023.11.033)**Huanjie Tao, Qianyue Duan*84 citations*
24. **[GT-LSTM: A spatio-temporal ensemble network for traffic flow prediction ↗](https://doi.org/10.1016/j.neunet.2023.12.016)**Yong Jian Luo, Jianying Zheng, Xiang Wang et al.*83 citations*
25. **[Bat algorithm based control to decrease the control energy consumption and modified bat algorithm based control to increase the trajectory tracking accuracy in robots ↗](https://doi.org/10.1016/j.neunet.2023.02.010)**José de Jesús Rubio*80 citations*

[See all 643 papers in Neural Networks 2023 — papers →](https://md.research.elamur.ai/free/en/venues/neural-networks/2023/papers/)

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

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

1. **[Arithmetic with Language Models: from Memorization to Computation](https://md.research.elamur.ai/free/en/papers/maltoni-2023-arithmetic-language-models-memorization-computation/) [Neural Networks](https://md.research.elamur.ai/free/en/venues/neural-networks/)**Davide Maltoni, Matteo Ferrara*2023 · 13 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/)

## 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 institutions

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

[🎓**University of Bologna** Bologna · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-bologna/)

works and citations from OpenAlex and our library.

- [← previous Neural Networks 2018](https://md.research.elamur.ai/free/en/venues/neural-networks/2018/)
- [↑ back to Neural Networks](https://md.research.elamur.ai/free/en/venues/neural-networks/)