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19th ISNN 2025: Zhangye, China
- Long Jin

, Lidan Wang
:
Advances in Neural Networks - ISNN 2025 - 19th International Symposium on Neural Networks, Zhangye, China, August 22-24, 2025, Proceedings. Lecture Notes in Computer Science 15951, Springer 2026, ISBN 978-981-95-1232-4
Design, Modeling and Application of AI Algorithms
- Honghao Zhang, Ruidong Li, Ji Zhong, Meizhou Gao, Xinyi Le:

Hybrid Architecture Accelerator Co-design for DNN on FPGA and ASIC. 3-15 - Ruoxiao Liu, Jiayi Wang:

Modeling Competitive Behavior in Weight-Unbalanced Social Networks. 16-26 - Chris Child

, Lam Ngo:
DeeP-Mod: Deep Dynamic Programming Based Environment Modelling Using Feature Extraction. 27-38 - Zining Su, Ting Li:

Muography Inversion Based on First-Order Optimization Algorithm. 39-50 - Fangyu Zhang, Qintong Lyu

, Jun Wang:
Regression-Based Index Tracking Versus Clustering-Based Index Tracking: An Empirical Study. 51-62 - Zhengzuo Qin, Yuejiao Wang, Dongdong Zhao, Shi Yan:

Adversarial Imitation Learning Based on Weighted Wasserstein Distance. 63-72 - Long Meng, Ruiqing Zhang, Weiqiao Shan:

Robust and Efficient Early Exit for Large Language Models: Mitigating KV Cache Loss and Enhancing Exit Stability. 73-84 - Hegeng Zhang, Zhanhong Ye, Cong Zhang, Fan Wu:

CDEDI: A Conditional Diffusion Based Model for Environmental Data Imputation. 85-95 - Hailing He, Chen Peng, Lieping Zhang, Zhengping Liu:

Joint Forecasting of Stock Price Change Rate Based on Pretrained Models Using Text and Temporal Data. 96-104 - Dongmei Wang, Yuansong Cai, Wanli Qiao, Menglei Liu:

Multimodal Deep Learning for Retinal Disease Diagnosis. 105-114
Signal, Image, and Video Processing
- Yifan Zhou, Wanli Peng, Zhongyu Yang, He Liu, Yi Sun:

Transparent Object Depth Completion with Stereo Image Guidance. 117-127 - Jingru Qiu, Shuang Cong:

Application of Quantum Multi-classification Network in Image Processing. 128-136 - M. R. Ezilarasan, V. Muthu, G. Kavitha, Man-Fai Leung, Jin Zhang, Xiangguang Dai, Yuming Feng:

Statistical Enhancement of ICA-FFT-Based Blind Source Separation in AWGN Conditions. 137-148 - Hung Pham, Bac Dao, Phi Ngoc Tran, Thai Nguyen, Cuong Do:

KANFace: A Novel Approach to Face Recognition Using Kolmogorov-Arnold Networks. 149-160 - Changhong Shi, Weirong Liu, Jiahao Meng

, Zhijun Li, Jie Liu:
Global Cross Attention Transformer for Image Super-Resolution. 161-171 - Guojie Li, Zhiwen Yu, Ziwei Fan, Kaixiang Yang:

Semi-supervised Multi-view Learning with Graph-Based Consistent Feature Fusion. 172-181 - Shang Ma, Guanghui Pan, Yongji Guan:

Prediction of Ion Cluster Center-Of-Mass Motion Trajectories Based on Multiple Echo State Network Framework. 182-190 - Weili Nie:

Intelligent Recognition of Gram-Stained Microscopic Images Based on DIBAS Dataset. 191-202 - Xiaoshu Zhu, Lei Wei, Tao Zhou, Jianpeng Zhang, Changna Qian, Xiaonan Luo:

A Hybrid LSTM-CNN Algorithm for Swine Posture Recognition Using Multimodal Sensor Data. 203-211 - Qirui Yang, Guoli Liu, Xinrui Zhao, Boxuan Ma, Chao Mou:

SW-YOLO: Wildlife Object Detection Based on Segment Anything and YOLO Models. 212-221
Modeling, Analysis, and Implementation of Neural Networks
- Yueyang Ma, Weijie Su, Jian Li, Dimitrios Gerontitis, Yang Shi, Jiyun Wang:

A General One-Parameter Discrete-Time Recurrent Neural Network for Solving Discrete-Form Time-Varying Augmented Sylvester Matrix Equation. 225-234 - Weicheng Xu, Yuhui Bao, Tianhao Ai:

Tanh-Function-Based RMP Control of Redundant Manipulators Based on Dynamic Neural Networks. 235-246 - Manchun Tan, Weihao Du:

Multiple μ-Stability of Delayed State-Dependent Switching Neural Networks With Discontinuous Activation Function. 247-257 - Yunong Zhang, Junyang Huang, Zhengyang Tang:

Pole Placement Based ZN (Zhang Neurodynamics) Control in Continuous and Discrete Forms for TILS (Time-Invariant Linear System) Output Tracking. 258-268 - Pengfei Guo, Yunong Zhang:

Multiple-order Time-Delay Zhang Neural Dynamics Model for Handling Tracking Control Problem of Lu Chaotic System with Mixed Inputs. 269-280 - Weikang Xu, Yan Sun, Jianmin Zhang, Zhiqiang Wen, Yu Ma:

An Energy Efficient Optimization Framework for Spiking Neural Networks Using Error-Resilient Approximation Techniques. 281-290 - Yanghe Zou, Meng Xu, Zhongying Chen:

AC Optimal Power Flow Based on Collaborative Neurodynamic Optimization. 291-300 - Yunong Zhang, Xinshen Fu, Junyan Liu:

Continuous and Discrete Zhang Neuro PID (i.e. Zhang Neurodynamics PID [Proportional, Integral and Derivative]) Controller Plus PD One for Ship Course Tracking. 301-312 - Shijun Tang, Yunfeng Hu, Zhishuo Zhang, Yuzhe Fei, Lixian Cao:

Noise-Suppression Zeroing Neural Network-Assisted Trajectory Tracking Scheme for Omni-Directional Redundant Manipulators With Physical Constraints. 313-325 - Yidan Wang, Zhongbo Sun, Bokai Han, Chunling Xu, Chao Cheng:

An Adaptive Zeroing Neural Network Model Based on Fuzzy Factors for Solving Time-Varying Quadratic Programming. 326-336 - Kai Yang, Keping Liu, Zenghui Wang, Zhongbo Sun, Zhifei Zhai:

Noise-Suppression Neural Network for Upper Limb Continuous Motion Prediction. 337-346 - Yang Chen, Huiyi Luo, Weilin Luo:

Trajectory Tracking Control of Underactuated AUV Based on RBF Neural Network and Nonsingular Terminal Sliding Mode. 347-362 - Shuqiao Wang, Yu Ma, Duoliang Han:

Recurrent Neurodynamics Models for Computation of Wireless Sensor Network Nodes Localization. 363-373
Control Systems, Robotics, and Autonomous Driving
- Yi Yu, Junjie Hao, Ying Kong:

Solution for Lyapunov Equation by a Novel Varying-Parameter Neural Dynamics with Its Kinematic Application to Redundant Manipulators. 377-384 - Yi Tao:

Position/Orientation-Based Feedback Control. 385-396 - Jiawen Li, Mingduo Lin, Bo Zhao, Derong Liu:

Distributed Fault-Tolerant Consensus Control Based on Zero-Sum Differential Games for Nonlinear Multi-agent Systems. 397-407 - Xiyuan Zhang, Shuo Li, Yaran Liu, Wenjie Yuan, Weiqi Fan, Dongsheng Guo:

A Fuzzy Logic-Based Noise-Suppression Scheme for Motion Planning of Robotic Manipulators. 408-416 - Baojie Zhang, Liuying Cha, Zhiyuan Zhu, Changchao Liu:

Universal Function Projective Synchronization of Delayed Chen System and Delayed Lorenz System With Unknown Parameters by Using Adaptive Control Method. 417-432 - Xingwei Bai, XinYi Wang

, Zhaohui Hao, JingYi Chen:
TV-DLS Enhanced RNN Control for Robotic Manipulators with Unknown Inertial Parameters. 433-444 - Jiangning Wen, Haochen Zhang, Dingbiao Zhang, Shaobo Shen, Liyue Fu, Weirong Liu, Er Chao Li, Jinyan Li, Zhuoyue Zhang:

A Novel Synchronization Control Scheme for Time-Delayed SMDS Teleoperation System with Damping Adjustment. 445-455 - Binbin Qiu, Yusheng Zeng, Jinjin Guo, Guangfeng Cheng:

Jerk-Layer Multi-Criteria Simultaneous Optimization for Control of Redundant Robots. 456-467 - Yuwei Zhang, Wei Li, Jun Ning:

Quantized State/Input-Based Course Tracking Control for Unmanned Surface Vehicles. 468-480
Machine Learning Methods and Applications
- M. Abinaya, G. Vadivu:

PsyVisionNet: A Multi-modal AI Model for Fear Detection Using Facial Expression and Psychological Parameters. 483-493 - Bingjie Wang, Xinyi Tao, Jingwen Li, Pengfei Yin, Junping Shi, Fanghui Mo, Qian Xu:

Investigation of Tea Yield Forecasting in Xiangxi Prefecture Utilizing Random Forest and Gradient Boosting Techniques. 494-503 - Zexi Li, Xinbo Ai, Yanjun Guo, Wei Ma, Ruoxuan Wang, Shaoyang Cheng:

Degree-Aware Graph Contrastive Learning for Long-Tail Recommendations: An Empirical Analysis for Hazard Inspection. 504-513 - Xiaoyun Chang, Yi Sun:

Text2Grasp: Synthesis of Grasps by Text Prompts for Object Grasping Parts. 514-524 - Yixuan Huang, Danchen Zheng:

A Lightweight Method Based on YOLOv8 for Metal Surface Defect Detection in Industrial Manufacturing. 525-534 - Nian Zhang, Fred Rischmiller, Wagdy H. Mahmoud:

Hyperspectral Endmember Material Identification Using Spectral Library Matching. 535-546 - Yu Chen, Xinzhe Wang, Ying Hao, Jianchao Fan, Chang Kou:

Ded-YOLOv5: An Efficient Defect Detection Network Based on HR Imaging. 547-556 - Tingting Weng, Dongqing Wu:

Novel Genetic Algorithm with Hill Climbing for Optimizing Animal Feed Formulation Optimization. 557-568 - Gengyang Su, Fuxiang Lu, Shi Yan:

FFYOLO: A Lightweight Small Target Detection Algorithm for UAVs. 569-580 - Jingjing Wu, Xiaoben Lu, Qicang He, Yifei Zhu:

Fault Diagnosis for Automated Tightening: A Knowledge-Embedded GAN Approach. 581-593

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