---
title: "Neural Networks: 89 recent papers (last 30 days)"
description: "Neural Networks published 89 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #7 of 239 journals."
url: https://scholar4ai.com/journals/neural-networks
markdown_url: https://scholar4ai.com/journals/neural-networks.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T12:13:05+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Neural Networks

- 6 papers in the last 7 days
- category: AI
- publisher: Elsevier BV
- ISSN 0893-6080

Back to the ranking: https://scholar4ai.com/rankings/journals.md

## Key findings

- Neural Networks published 89 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #7 of 239 journals.
- Leading institutions: Central South University (4), Guangdong University of Technology (4) and Huazhong University of Science and Technology (3).
- Countries: China (68), United Kingdom (4) and India (4).

*Papers, newest first. Newest 50 of 89 papers; all of them are in /data/papers.json.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-21 | [Dopamine depletion induces low frequency beta oscillations through a minimal loop in basal ganglia: A computational study](https://doi.org/10.1016/j.neunet.2026.109791) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Xiangyi Su, Xia Shi, Bei Bai | Beijing University of Posts and Telecommunications |
| 2026-10-21 | [SDCBNet: A sparse-to-dense cylinder-BEV fusion network for LiDAR semantic segmentation](https://doi.org/10.1016/j.neunet.2026.109758) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Liuxin Yu, Jun Ting Cheng | Wuhan Textile University; Wuhan University of Technology |
| 2026-10-21 | [Interpretable operator learning for inverse problems via adaptive spectral filtering: Convergence and resolution transfer](https://doi.org/10.1016/j.neunet.2026.109794) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Hangcheng Dong, pengcheng cheng, Shuhuan Li | Harbin Institute of Technology; Jilin University; Inner Mongolia University |
| 2026-10-20 | [CURRENT EVENTS](https://doi.org/10.1016/s0893-6080(26)01233-5) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-20 | [INN/ENNS/JNNS - Membership Applic. Form](https://doi.org/10.1016/s0893-6080(26)01234-7) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-20 | [Editorial Board](https://doi.org/10.1016/s0893-6080(26)01229-3) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-19 | [AGformer: Adaptive filtering and gated fusion-attention for multivariate time series forecasting](https://doi.org/10.1016/j.neunet.2026.109759) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Shu-Xin Xu, Jiang‐Wen Xiao, Peng-Cheng Li et al. | Huazhong University of Science and Technology |
| 2026-10-19 | [Tempered fractional rabies dynamics with deep neural surrogate modeling: Analysis, computation, and prediction](https://doi.org/10.1016/j.neunet.2026.109788) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Mohamed Nidhal Sallami, Ouissem Ben Fredj, Praveen Agarwal et al. | University of Sfax; University of Kairouan; Ajman University; … |
| 2026-10-19 | [CODER: Data-efficient activation of mathematical reasoning via difficulty-aware core-set](https://doi.org/10.1016/j.neunet.2026.109765) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Lei Wang, GuoAo Liu, Xiaoyong Zhao | Beijing Information Science & Technology University |
| 2026-10-19 | [DA-S2RL: Disease-aware shared-specific representation learning for heterogeneous image-EHR Alzheimer’s disease diagnosis](https://doi.org/10.1016/j.neunet.2026.109760) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Wei Wang, Yu Shi, Juan Cheng et al. | Hefei University of Technology |
| 2026-10-18 | [Learning long-tailed representations via diversity-enhanced contrastive learning](https://doi.org/10.1016/j.neunet.2026.109790) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yibo Xu, Wenyi Zhao, Bin Zheng et al. | Beijing University of Posts and Telecommunications; Henan Institute of Science and Technology |
| 2026-10-18 | [Super-resolution for reliable industrial inspection under mixed degradations](https://doi.org/10.1016/j.neunet.2026.109787) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Deyuan Mi, Ling Li, Donghao Miao et al. | Xi'an University of Architecture and Technology |
| 2026-10-18 | [DCDA-Net: A depthwise convolution dilated attention network with temporal weighted loss for seizure prediction](https://doi.org/10.1016/j.neunet.2026.109785) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Xingchen Dong, Haotian Li, Qiangqiang Chen et al. | Fudan University; Nanjing University of Science and Technology; Nanjing University; … |
| 2026-10-18 | [Consistency-guided evidential debiasing for multimodal recommendation](https://doi.org/10.1016/j.neunet.2026.109789) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Lin Pan, Zhiqiang Pan, Honghui Chen | National University of Defense Technology |
| 2026-10-17 | [TFOLQ: first-order logic query over temporal knowledge graph with neural logical operators and hybrid query execution](https://doi.org/10.1016/j.neunet.2026.109748) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Luyi Bai, Yang Gao | North Minzu University; Eastern University; Northeastern University |
| 2026-10-17 | [Enhancing heterogeneous multi-agent autonomous exploration in unstructured terrains via dual-layer collaborative control](https://doi.org/10.1016/j.neunet.2026.109781) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Kexiang Zhao, Bingyu Hu, Yingying Pan et al. | Hangzhou Dianzi University; Wuhan University |
| 2026-10-17 | [Equivariant flow matching for molecular docking guided by ligand–protein interactions](https://doi.org/10.1016/j.neunet.2026.109770) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zhiguang Fan, Yuedong Yang, Xiang Li et al. | Sun Yat-sen University; Jinling Institute of Technology |
| 2026-10-16 | [CDCLAP: Efficient distillation framework for zero-shot audio event classification](https://doi.org/10.1016/j.neunet.2026.109764) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Fei Chen, Hui Xue, Pengfei Fang | Southeast University |
| 2026-10-15 | [Lightweight audiovisual attention cross-perception network for video saliency prediction](https://doi.org/10.1016/j.neunet.2026.109756) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Liuxin Bao, Zhongyang Hu, Yingjie Jin et al. | Hangzhou Dianzi University; Anqing Normal University |
| 2026-10-15 | [PhyDiff: Physics-guided latent diffusion model for sparse-view CT projection interpolation](https://doi.org/10.1016/j.neunet.2026.109744) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Shuo Duan, Xing Wu, Yimin Zhu et al. | Shanghai University; Shanghai University of Engineering Science; Hong Kong Baptist University; … |
| 2026-10-15 | [Structured goal-guided reinforcement learning with large language models](https://doi.org/10.1016/j.neunet.2026.109769) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yajie Qi, Wei Wei, Lin Li et al. | Shanxi University |
| 2026-10-15 | [Adaptive fusion heterogeneous graph attention network for detecting review spammer groups](https://doi.org/10.1016/j.neunet.2026.109735) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Haoran Peng, Peng Zhang, Ru Ma et al. | Yanshan University; Beijing Institute of Technology |
| 2026-10-14 | [MIMOT: Mamba-based inter-trajectory interaction for multi-object tracking](https://doi.org/10.1016/j.neunet.2026.109766) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Biao Liu, Yanxin Wu, Jiaqi Yang et al. | Beijing Jiaotong University |
| 2026-10-14 | [Topology-aware dynamic co-evolution for robust graph learning](https://doi.org/10.1016/j.neunet.2026.109736) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Tingting Zhang, Shuxia Lu, Mengru Wang et al. | Hebei University; Tsinghua University |
| 2026-10-14 | [Echo-DM: Ultrasound marker removal via conditional latent diffusion and region-aware fusion](https://doi.org/10.1016/j.neunet.2026.109757) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zhiwei Wang, Tao Huang, Wentao Jiang et al. | Wuhan University; Central Hospital of Wuhan; Hubei University of Technology |
| 2026-10-14 | [A single-loop bilevel deep learning method for optimal control of obstacle problems](https://doi.org/10.1016/j.neunet.2026.109761) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yongcun Song, Shangzhi Zeng, Jin Zhang et al. | Nanyang Technological University; Southern University of Science and Technology |
| 2026-10-14 | [Dynamic gain neuromodulation attenuates stability gaps during continual joint training](https://doi.org/10.1016/j.neunet.2026.109767) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Alejandro Rodriguez-Garcia, Anindya Ghosh, Srikanth Ramaswamy | Newcastle University |
| 2026-10-13 | [Unified dual-decoder autoencoder for federated multi-modal clustering with arbitrary modality missingness](https://doi.org/10.1016/j.neunet.2026.109746) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zhenhao Xu, Huazhu Chen, Weiwei Wang et al. | Zhongyuan University of Technology; Xidian University; Xinzhou Teachers University |
| 2026-10-13 | [Efficient zero-shot post-training quantization of large language models](https://doi.org/10.1016/j.neunet.2026.109750) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Sami Ul Haq, Aiman Helmi El-Maleh, Ali Alsuwaiyan | King Fahd University of Petroleum and Minerals |
| 2026-10-13 | [Robust generalized two-dimensional principal component analysis with optimal bias learning](https://doi.org/10.1016/j.neunet.2026.109762) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Xinyu Xia, Hu Yang | Chongqing University |
| 2026-10-13 | [Lagrangian-based safe Q-learning for nonlinear delayed stochastic systems](https://doi.org/10.1016/j.neunet.2026.109752) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Kaidi Xing, Zhongyang Ming, Jiayue Sun | Northeastern University |
| 2026-10-13 | [Dual-prompt semantic decoupling and transfer for long-tailed recognition](https://doi.org/10.1016/j.neunet.2026.109753) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Xiaohua Chen, Yue Wang, Yanbiao Ma | Communication University of China; Xidian University; Beijing Academy of Artificial Intelligence; … |
| 2026-10-12 | [KAPI-LM: kernel-adaptive physics-informed learning machines for PDEs](https://doi.org/10.1016/j.neunet.2026.109740) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Vikas Dwivedi, Balaji Vasan Srinivasan, Monica Sigovan et al. | Lyon 1 Université; Centre National de la Recherche Scientifique; Inserm; … |
| 2026-10-12 | [Enhancing action quality assessment via multi-level action difference learning](https://doi.org/10.1016/j.neunet.2026.109749) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Huangbiao Xu, Xiao Ke, Rui Xu et al. | Fuzhou University; Fujian Agriculture and Forestry University |
| 2026-10-12 | [Enhancing out-of-distribution detection via local-image set](https://doi.org/10.1016/j.neunet.2026.109754) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Qichao Chen, Yanqi Wu, Kuan Li et al. | University of Nottingham Malaysia Campus; Dongguan University of Technology; Songshan Lake Materials Laboratory |
| 2026-10-12 | [AS-DQCNN: Angle superposition-augmented decreasing quantum convolutional neural network for image classification](https://doi.org/10.1016/j.neunet.2026.109741) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yanyan Feng, Yan Li, Jie Li et al. | Central South University of Forestry and Technology; Central South University |
| 2026-10-12 | [A spatio-temporal attention convolutional network with topology-preserving channel embedding and transformer for EEG decoding](https://doi.org/10.1016/j.neunet.2026.109755) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Wenqi Sun, Shuo Fu, Jinhua Zhang et al. | Xi'an Jiaotong University; PLA Information Engineering University; Zhengzhou University |
| 2026-10-12 | [Taming modality bias with counterfactual reasoning in multimodal knowledge graph completion](https://doi.org/10.1016/j.neunet.2026.109745) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Bin Chen, Jingqi Wu, Hanting Shen et al. | University of Electronic Science and Technology of China |
| 2026-10-11 | [Enhanced DNMF-graph integrated multilevel semantic factorization for contextual named entity recognition](https://doi.org/10.1016/j.neunet.2026.109747) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Pallabi Kakati, Devendra Dandotiya | Presidency University; Presidency University |
| 2026-10-10 | [Adjusting modal contributions via differential-driven SoftMax fusion for RGB-IR object detection](https://doi.org/10.1016/j.neunet.2026.109707) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Hang Yu, Jun Zhang, Rui Ding et al. | Chongqing University; Civil Aviation Administration of China |
| 2026-10-10 | [Fast multi-view clustering via smooth low-rank tensor learning](https://doi.org/10.1016/j.neunet.2026.109751) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zhao Zhang, Shuguang Zhang, LU Gui-fu | Anhui Jianzhu University; Anhui Polytechnic University |
| 2026-10-10 | [Adaptive multi-scenario matching through uncertainty-aware heterogeneous user modeling](https://doi.org/10.1016/j.neunet.2026.109727) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Ruibing Wang, Haotong Du, Quanming Yao et al. | Northwestern Polytechnical University; Tsinghua University; Chinese Mathematical Society |
| 2026-10-10 | [ConsistDiff: Training-free reinforcement learning for semantically consistent text-to-image generation](https://doi.org/10.1016/j.neunet.2026.109734) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Junwei Wang, Kaibing Zhang, Pengfang Li et al. | Xi'an Polytechnic University; Northwestern Polytechnical University; Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) |
| 2026-10-09 | [Editorial Board](https://doi.org/10.1016/s0893-6080(26)01167-6) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-09 | [CURRENT EVENTS](https://doi.org/10.1016/s0893-6080(26)01170-6) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-09 | [Architecture-agnostic knowledge distillation for machine-learning interatomic potentials](https://doi.org/10.1016/j.neunet.2026.109742) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Chen Wang, Siyu Hu, Guangming Tan et al. | Institute of Computing Technology |
| 2026-10-09 | [Pre-driven and post-gated memristive Hopfield network: Dynamics, FPGA realization and image encryption](https://doi.org/10.1016/j.neunet.2026.109690) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zining Xiong, Jingru Sun, Jiqi He et al. | Hunan University; Changsha University of Science and Technology; University of Hertfordshire |
| 2026-10-09 | [INN/ENNS/JNNS - Membership Applic. Form](https://doi.org/10.1016/s0893-6080(26)01171-8) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) |  |  |
| 2026-10-09 | [Enhancement of cross-modal associative memory through memristive neural networks utilizing parallel programmable reverse-complementary crossbar arrays circuit](https://doi.org/10.1016/j.neunet.2026.109739) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yajuan Hui, Yuanchen Wang, Yonghui Han et al. | Huazhong University of Science and Technology |
| 2026-10-09 | [Do Hopfield networks dream of stored patterns? A statistical–mechanical theory of dreaming in multidirectional associative memories](https://doi.org/10.1016/j.neunet.2026.109729) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Adriano Barra A, Fabrizio Durante, Andrea Ladiana et al. | Istituto Nazionale di Alta Matematica Francesco Severi; University of Salento; Sapienza University of Rome; … |