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Neural Networks, Volume 171
Volume 171, 2024
- Yitong Guo
, Mi Lv, Chun-Ni Wang
Energy controls wave propagation in a neural network with spatial stimuli. 1-13 - Ridong Han
Document-level Relation Extraction with Relation Correlations. 14-24 - Fateme Fotouhi, Aditya Balu
Dominating Set Model Aggregation for communication-efficient decentralized deep learning. 25-39 - Keisuke Fujii
Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling. 40-52 - Wen-Juan Lin
Asynchronous adaptive event-triggered fault detection for delayed Markov jump neural networks: A delay-variation-dependent approach. 53-60 - Jinming Li
Distributed deep reinforcement learning based on bi-objective framework for multi-robot formation. 61-72 - Haojin Li, Xiaofeng Yue, Sitian Qin:
Distributed time-varying optimization control protocol for multi-agent systems via finite-time consensus approach. 73-84 - Xinxin Kong, Fei Yu
Memristor-induced hyperchaos, multiscroll and extreme multistability in fractional-order HNN: Image encryption and FPGA implementation. 85-103 - Yingchun Wang
Towards performance-maximizing neural network pruning via global channel attention. 104-113 - Rui Chen
Adaptive-weighted deep multi-view clustering with uniform scale representation. 114-126 - Ronghui Mu, Leandro Soriano Marcolino
Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond. 127-143 - Hao Chen, Yu Guang Wang, Huan Xiong:
Corrigendum to "Lower and upper bounds for numbers of linear regions of graph convolutional networks" [Neural Networks Volume 168, November 2023, Pages 394-404]. 144 - Wenwen Jia, Tingwen Huang, Sitian Qin:
A collective neurodynamic penalty approach to nonconvex distributed constrained optimization. 145-158 - Jieru Yao
Position-based anchor optimization for point supervised dense nuclei detection. 159-170 - Neil W. Bailey
Uncovering a stability signature of brain dynamics associated with meditation experience using massive time-series feature extraction. 171-185 - Jingwei Li
Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization. 186-199 - Saiji Fu, Xiaoxiao Wang, Jingjing Tang, Shulin Lan, Ying-Jie Tian
Generalized robust loss functions for machine learning. 200-214 - Tommaso Boccato
Beyond multilayer perceptrons: Investigating complex topologies in neural networks. 215-228 - Luis Balderas
Optimizing dense feed-forward neural networks. 229-241 - Yusuke Watanabe
A deep learning model for the detection of various dementia and MCI pathologies based on resting-state electroencephalography data: A retrospective multicentre study. 242-250 - Yong Luo
GT-LSTM: A spatio-temporal ensemble network for traffic flow prediction. 251-262 - Xiaochen Liu
Joint estimation of pose, depth, and optical flow with a competition-cooperation transformer network. 263-275 - Bo Li, Zhixin Li
Large-Scale Cross-Modal Hashing with Unified Learning and Multi-Object Regional Correlation Reasoning. 276-292 - Wenyong Zhang
On a framework of data assimilation for hyperparameter estimation of spiking neuronal networks. 293-307 - Haicheng Tao, Jie Cao, Lei Chen, Hong-Liang Sun
Black-box attacks on dynamic graphs via adversarial topology perturbations. 308-319 - Wing W. Y. Ng
Improving domain generalization by hybrid domain attention and localized maximum sensitivity. 320-331 - Zhenjie Zhao
Bio-inspired affordance learning for 6-DoF robotic grasping: A transformer-based global feature encoding approach. 332-342 - Felipe Dennis de Resende Oliveira, Eduardo Luiz Ortiz Batista
On the compression of neural networks using ℓ0-norm regularization and weight pruning. 343-352 - Lisheng Wen, Sentao Chen
Training multi-source domain adaptation network by mutual information estimation and minimization. 353-361 - Jin Li, Qingyu Sun
Meta-structure-based graph attention networks. 362-373 - Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang:
Gradient-aware learning for joint biases: Label noise and class imbalance. 374-382 - Xiaoxia Zhang
ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection. 383-395 - Fangchao Yu
SIA: A sustainable inference attack framework in split learning. 396-409 - Daogang Peng, Weiyi Zhou
MSEDNet: Multi-scale fusion and edge-supervised network for RGB-T salient object detection. 410-422 - Gaochen Dong
Blockwise compression of transformer-based models without retraining. 423-428 - Yuning Cui
Dual-domain strip attention for image restoration. 429-439 - Zedong Bi
Top-down generation of low-resolution representations improves visual perception and imagination. 440-456 - Jiachi Zhao
Deep Isotonic Embedding Network: A flexible Monotonic Neural Network. 457-465 - Lei Cheng, Tong Yu, Ruslan Khalitov, Zhirong Yang
Self-supervised Learning for DNA sequences with circular dilated convolutional networks. 466-473 - Wen Ou, Biao Luo
Modular hierarchical reinforcement learning for multi-destination navigation in hybrid crowds. 474-484 - Shunshun Zhong, Haibo Zhou, Zhongxu Zheng, Zhu Ma, Fan Zhang, Ji'an Duan:
Hierarchical attention-guided multiscale aggregation network for infrared small target detection. 485-496 - Arya Karami
An Online Support Vector Machine Algorithm for Dynamic Social Network Monitoring. 497-511
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