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ORCID18th ISNN 2024: Weihai, China
- Xinyi Le, Zhijun Zhang:
Advances in Neural Networks - ISNN 2024 - 18th International Symposium on Neural Networks, Weihai, China, July 11-14, 2024, Proceedings. Lecture Notes in Computer Science 14827, Springer 2024, ISBN 978-981-97-4398-8
Optimization Algorithms
- Wenwen Jia, Sikai Qiu, Sitian Qin:
A Continuous-Time Algorithm with Quantified Event-Triggered for Distributed Resource Allocation Optimization. 3-12 - En Ran, Jin Hu:
A Novel Neurodynamic Approach to Bilevel Quadratic Programming. 13-22 - Qixing Liu, Zhongying Chen, Yuhu Wu, Tielong Shen:
A Collaborative Neurodynamic Optimization Algorithm of Eco-Routing with Electricity Allocation for PHEVs. 23-32 - Shixi Hou, Jienan Han, Xiangjiang Liu, Ruoshan Guo, Yundi Chu:
Energy Storage Scheduling Optimization Strategy Based on Deep Reinforcement Learning. 33-44 - Yiyao Xu
, Sitian Qin:
A Penalty-Like Neurodynamic Approach to Convex Optimization Problems with Set Constraint. 45-54 - Deqing Wang:
Doubly Accelerated Proximal Gradient for Nonnegative Tensor Decomposition. 55-65
Adversarial Learning, Transfer Learning, and Deep Learning
- Haoyu Tang, Zhaoyi Liu, Chang Zeng, Xinfeng Li:
Beyond Universal Transformer: Block Reusing with Adaptor in Transformer for Automatic Speech Recognition. 69-79 - Chunhui Wang, Chang Zeng, Jun Chen, Ouyang Xue:
HiFi-WaveGAN: Generative Adversarial Network with Auxiliary Spectrogram-Phase Loss for High-Fidelity Singing Voice Generation. 80-92 - Yifan Wen, Zitong Wang, Zhuoyuan Li, Dongxing Wei, Yi Sun:
Efficient 3D View Synthesis from Single-Image Utilizing Diffusion Priors. 93-102 - Sijia Zhang, Ting Liu, Zhuoyuan Li, Yi Sun:
3D Multi-scene Stylization Based on Conditional Neural Radiance Fields. 103-112 - Ting Liu, Sijia Zhang, Zhuoyuan Li, Yi Sun:
A Novel Entropy-Based Regularization for NeRF to View Synthesis in Few-Shot Scenarios. 113-122 - Amaury Prat, Runxuan Yang, Xiaolin Hu:
PhonHuBERT: A Phoneme Transcription Tool for Song Datasets. 123-132 - Dongting Li, Chenchong Tang, Han Liu:
Audio-LLM: Activating the Capabilities of Large Language Models to Comprehend Audio Data. 133-142 - Yining Liu, Xiao Li, Sitian Qin, Xiaolin Hu:
Improve Adversarial Robustness of MNIST Classification via Topological Data Analysis. 143-152 - Junjie Zhang, Shaojin Wu, Junbin Gao, Fusheng Yu, Hao Xu, Zhigang Zeng:
DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste. 153-162 - Justin An, Nian Zhang, Wagdy H. Mahmoud:
Transfer Learning-Based Deep Learning Model for Corn Leaf Disease Classification. 163-173 - Ziyi Li, Gang Zhang, Zhigang Zeng, Xiaolin Hu:
CSFuser: A Cascade Siamese Fusion Architecture for RGB-Infrared Object Detection. 174-185 - Ruining Lei, Yikai Wu, Yulong Ren, Shenshen Gu:
An Improved YOLOv8 Target Detection Algorithm and Its Application in Tennis Ball Picking Robot. 186-197 - Yamei Luo, Zhijun Zhang, Rongzhun Jiang, Yu Liu:
Deep Learning Based K-Line Chart Recognition for Financial Quantitative Investment Analysis. 198-210 - Jianuo Yu, Zhen Xue, Wenbo Yu, He Huang:
Temporal Difference Enhancement Network for Driving Behavior Recognition. 211-221
Signal, Image, and Video Processing
- Xiaopeng Wang, Feng Zhu, Lei Li, Xiaoyang Tan:
A Temporal Consistency Learning Framework for Face Forgery Detection. 225-234 - Chaoyang Du, Huimin Zhang, Shun Na, Rihan Wu, Yang Liu:
Root Sparse Bayesian Learning-Based 2-D Off-Grid DOA Estimation Algorithm for Massive MIMO Systems. 235-247 - Huajun Ma, Yijun Qin, Shukai Duan, Lidan Wang:
A Robust Visual SLAM System in Dynamic Environment. 248-257 - Zitai Sui, Shan Jiang, Xinzhe Wang, Jianchao Fan:
Co-YOLOv7: An Efficient Oil Spill Identification Network Based on SAR Images. 258-267 - Yunfei Xiao, Huajun Ma, Shukai Duan, Lidan Wang:
A Visual Inertial SLAM Method for Fusing Point and Line Features. 268-277 - Fellipe A. Prates, Jefferson R. Souza, Marcelo P. Silva:
Classification of Coffee Leaves Using Smartphone Images and Convolutional Neural Networks. 278-287 - Seng-Hong Lee, ZiXun Yu, KeKe Chen, Xiao Li:
KeyAtNet: Keystroke Signal Real-time Eavesdropping Based on Fourier Neural Operator. 288-297 - Faidat Adekemi Akorede, Man-Fai Leung, Hangjun Che:
Enhancing Fruit and Vegetable Image Classification with Attention Mechanisms in Convolutional Neural Networks. 298-307 - Huiting Fang, Yuelan Xin, Shenghui Deng:
Contraband Detection Based on YOLOv7-Tiny X-Ray Image. 308-316 - Yu-Wen Michael Zhang, Gang Zhang, Xiaolin Hu:
DCFNet: Dense Complementary Fusion for RGB-Thermal Urban Scene Perception. 317-327 - Tianxin Liu, Jiaxuan Li, Meiying Cai, Yuyong Cui, Quan-Yong Fan:
An Improved YOLOv3-SPP Algorithm for Image-Based Pothole Detection. 328-335
Modeling, Analysis, and Implementation of Neural Networks
- Mengjun Hu, Zhen Wang:
3W-SLP: A Conceptual Model of Three-Way Single Layer Perceptrons. 339-351 - Han Yu, Song Zhu:
Mean Square Exponential Stability of Neutral Stochastic Delay Neural Networks. 352-360 - Ruiqi Zhou, Xingxing Ju, Hangjun Che, Qian Zhang:
Circuit Implementation of Fixed-Time Zeroing Neural Network for Time-Varying Equality Constrained Quadratic Programming. 361-371 - M. R. Ezilarasan, D. Preethi, Man-Fai Leung, Hangjun Che, Xiangguang Dai:
Optimized VLSI Circuit Partitioning and Testing Using ACO and BIST Architectures. 372-381 - Yu Gao, Peining Jia, Kai-Ning Wu, Mingxin Kang:
Boundary Stabilization of Complex Coupled Hyperbolic Stochastic Systems. 382-389 - Yuxin Jiang, Song Zhu:
New Results on Input-to-State Stability of Memristor-Based Inertial Neural Networks. 390-399 - Xingjian Liu, Chuangyi Du, Lingyi Tao:
A Modified Hopfield Model with Adjustable Activation Function for Buridan's Assay. 400-408 - Yunong Zhang, Ziying Song, Binbin Qiu:
Simplified GZN (Gradient-Zhang Neurodynamic) Continuous-Model and Discrete-Algorithms Handling Temporally-Varying ODLMVE (Over-Determined Linear Matrix-Vector Equation). 409-420 - Qianlong Yu, Fan Chen, Mingzhi Mao, Yunong Zhang:
Simplified Gradient-Zeroing Neuronet for Temporally-Variant Convex Objective Function Minimization. 421-430 - Yi Guo, Shukai Duan, Li-Dan Wang:
Improved Memristive Binarized Neural Networks Using Transformer_DCBNN Architecture with CBAM Attention Mechanism. 431-439 - Yijun Qin, Huajun Ma, Shukai Duan, Lidan Wang:
Light-Weight SA-BNN: High-Precision Olfactory Recognition of Binary Neural Networks. 440-449
Control Systems, Robotics, and Autonomous Driving
- Yiyuan Chai, Sitian Qin, Jiqiang Feng, Chen Xu:
Distributed Optimal Consensus Control for Heterogeneous Multi-agent System with Disturbance. 453-461 - Na Liu, Xinrui Jiang:
Research on Optimal Control Strategy for Infectious Disease Prevention and Control. 462-471 - Fuguo Xu, Mazen Alamir, Tielong Shen:
A Learning-Powered Model Predictive Control for Hybrid Electric Vehicles with Real-World Driving Data. 472-481 - Dung Nguyen, Gang Zhang, Hujie Pan, Xiaolin Hu:
nuScenesComplex: A More Rigorous Evaluation Framework for End-to-End Autonomous Driving Planning. 482-491 - Zhengkun Feng, Zining Su, Yuheng Qian:
Dual-Criteria Robot Control: Optimization with End-Effector Orientation Constraints. 492-501
Fault Diagnosis and Intelligent Industry
- Xin Tan, Jingshu Zhong, Xiaofeng Zhou, Zixin Wang, Anye Zhou, Yu Zheng:
Abnormal Vibration Fault Diagnosis of Reducer Based on Bayesian Network. 505-514 - Ying Jin, Xiaodong Zhang, Lingfeng Qiu, Yong Ding, Yamei Luo, Zhijun Zhang, Yongxia Han, Jiantao Zhang, Lin Yang:
Research on Fault Diagnosis of Surge Arresters Based on Support Vector Recurrent Neural Network. 515-525 - Jiakun Wu, Dianliang Wu, Yu Zheng:
Research on Workstation Planning of Spacecraft Pulsating Assembly Lines Based on Improved Genetic Algorithm. 526-535 - Jiantao Zhang, Yong Ding, Xiaodong Zhang, Zhijun Zhang, Xing Yang, Feng Jiang, Lin Yang, Yongxia Han, Yamei Luo:
A Novel Method Based on Particle Swarm Optimization Support Vector Neural Network for Transformer Fault Diagnosis. 536-545 - Fangcheng Shi, Jiayu Shi, Yue Zhao, Yu Zheng:
Text Extraction and Structuring of Standard Maintenance Documents for Metallurgical Continuous Casting Equipments. 546-555 - Chengtao Ruan, Xinyi Le, Yu Zheng:
Research on Job Scheduling Method for Metallurgical Equipment Manufacturing Workshop Based on Genetic Algorithm. 556-566
Bio-signal, Bioinformatics, and Biomedical Engineering
- Chaoran Zhang, Feifan Bi, Junyao Zhang, Guo Chen:
A Deep Learning Approach for Single-Cell Perturbation Prediction Using Small Molecule Chemical Structures. 569-579 - Weiya Shi:
To Distinguish Internal Infestation in Wheat Kernels Using Biophoton Technology and CS-BP Algorithm. 580-589 - Matheus Moura, Arlene Oliveira, Bilzã Araújo, Jefferson Souza:
Study of Segmentation Networks in the Detection of Ringspot Virus. 590-599 - Alexandre C. Vilarinho Filho, Leandro N. Couto, Jefferson R. Souza:
Neural Networks for Classification of Immunofixation Electrophoresis Tests. 600-609 - Yixin Li, Ning Sui, Anil Gehi, Chengan Guo, Zhishan Guo:
CardiacRT-NN: Real-Time Detection of Cardiovascular Disease Using Self-attention CNN-LSTM for Embedded Systems. 610-621 - Lijun Han, Long Cheng, Houcheng Li, Yongxiang Zou:
Boosting Personalized Musculoskeletal Modeling with Deep Transfer Learning: A Case Study. 622-629
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