Connectionists: NEURAL NETWORKS, Oct. 2024

[Wang, Deliang]

Neural Networks - Volume 178, Oct. 2024
https://www.journals.elsevier.com/neural-networks


Inductive reasoning with type-constrained encoding for emerging entities
Chong Mu, Lizong Zhang, Zhiguo Wang, Qianghua Yuan, Chengzong Peng

STaRNet: A spatio-temporal and Riemannian network for high-performance motor imagery decoding
Xingfu Wang, Wenjie Yang, Wenxia Qi, Yu Wang, ... Wei Wang

A robust event-driven approach to always-on object recognition
Antoine Grimaldi, Victor Boutin, Sio-Hoi Ieng, Ryad Benosman, Laurent U. Perrinet

A spinal circuit model with asymmetric cervical-lumbar layout controls backward locomotion and scratching in quadrupeds
Qinghua Zhu, Fang Han, Ying Yu, Fengjie Wang, ... Awais Shakeel

FDAA: A feature distribution-aware transferable adversarial attack method
Jiachun Li, Yuchao Hu, Cheng Yan

A biologically inspired computational model of human ventral temporal cortex
Yiyuan Zhang, Ke Zhou, Pinglei Bao, Jia Liu

Bio-inspired computational memory model of the Hippocampus: An approach to a neuromorphic spike-based Content-Addressable Memory
Daniel Casanueva-Morato, Alvaro Ayuso-Martinez, Juan P. Dominguez-Morales, Angel Jimenez-Fernandez, Gabriel Jimenez-Moreno

Multi-grained visual pivot-guided multi-modal neural machine translation with text-aware cross-modal contrastive disentangling
Junjun Guo, Rui Su, Junjie Ye

Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
Manman Fei, Zhenrong Shen, Zhiyun Song, Xin Wang, ... Lichi Zhang

Sequential safe static and dynamic screening rule for accelerating support tensor machine
Hongmei Wang, Kun Jiang, Xiao Li, Yitian Xu

Federated learning using model projection for multi-center disease diagnosis with non-IID data
Jie Du, Wei Li, Peng Liu, Chi-Man Vong, ... Tianfu Wang

Salient object detection in low-light RGB-T scene via spatial-frequency cues mining
Huihui Yue, Jichang Guo, Xiangjun Yin, Yi Zhang, Sida Zheng

InA: Inhibition Adaption on pre-trained language models
Cheng Kang, Jindrich Prokop, Lei Tong, Huiyu Zhou, ... Daniel Novak

Adaptive sampling artificial-actual control for non-zero-sum games of constrained systems
Lu Liu, Ruizhuo Song

Unsupervised domain adaptation with weak source domain labels via bidirectional subdomain alignment
Heng Zhou, Ping Zhong, Daoliang Li, Zhencai Shen

KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings
Peng Qi, Yan Sun, Muyan Yao, Dan Tao

Heterogeneous graph convolutional network for multi-view semi-supervised classification
Shiping Wang, Sujia Huang, Zhihao Wu, Rui Liu, ... Dell Zhang

Cycle contrastive adversarial learning with structural consistency for unsupervised high-quality image deraining transformer
Chen Zhao, Weiling Cai, Chengwei Hu, Zheng Yuan

Spiking generative adversarial network with attention scoring decoding
Linghao Feng, Dongcheng Zhao, Yi Zeng

KLSANet: Key local semantic alignment Network for few-shot image classification
Zhe Sun, Wang Zheng, Pengfei Guo

HyperComm: Hypergraph-based communication in multi-agent reinforcement learning
Tianyu Zhu, Xinli Shi, Xiangping Xu, Jie Gui, Jinde Cao

Sequence homology score-based deep fuzzy network for identifying therapeutic peptides
Xiaoyi Guo, Ziyu Zheng, Kang Hao Cheong, Quan Zou, ... Yijie Ding

HyGloadAttack: Hard-label black-box textual adversarial attacks via hybrid optimization
Zhaorong Liu, Xi Xiong, Yuanyuan Li, Yan Yu, ... Fei Xiong

Analysis of medical images super-resolution via a wavelet pyramid recursive neural network constrained by wavelet energy entropy
Yue Yu, Kun She, Kaibo Shi, Xiao Cai, ... YengChai Soh

Compressing neural networks via formal methods
Dalila Ressi, Riccardo Romanello, Sabina Rossi, Carla Piazza

Self-balancing Incremental Broad Learning System with privacy protection
Weiwen Zhang, Ziyu Liu, Yifeng Jiang, Wuxing Chen, ... Kaixiang Yang

GRAM: An interpretable approach for graph anomaly detection using gradient attention maps
Yifei Yang, Peng Wang, Xiaofan He, Dongmian Zou

Hydra: Multi-head low-rank adaptation for parameter efficient fine-tuning
Sanghyeon Kim, Hyunmo Yang, Yunghyun Kim, Youngjoon Hong, Eunbyung Park

GeneWorker: An end-to-end robotic reinforcement learning approach with collaborative generator and worker networks
Hao Wang, Hengyu Man, Wenxue Cui, Riyu Lu, ... Xiaopeng Fan

An adaptive kernel dictionary-based low-rank representation method for subspace clustering
Yaozu Kan, Gui-Fu Lu, Yangfan Du

Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention
Hao Sun, Yi Ding, Jianzhu Bao, Ke Qin, ... Cuntai Guan

Clothing-invariant contrastive learning for unsupervised person re-identification
Zhiqi Pang, Lingling Zhao, Chunyu Wang

Motion-Aware Video Frame Interpolation
Pengfei Han, Fuhua Zhang, Bin Zhao, Xuelong Li

Graph Aggregating-Repelling Network: Do Not Trust All Neighbors in Heterophilic Graphs
Yuhu Wang, Jinyong Wen, Chunxia Zhang, Shiming Xiang

When an extra rejection class meets out-of-distribution detection in long-tailed image classification
Shuai Feng, Chongjun Wang

A novel bounded loss framework for support vector machines
Feihong Li, Hu Yang

A unified framework to control estimation error in reinforcement learning
Yujia Zhang, Lin Li, Wei Wei, Yunpeng Lv, Jiye Liang

Omnidirectional image super-resolution via position attention network
Xin Wang, Shiqi Wang, Jinxing Li, Mu Li, ... Yong Xu

Aligning the domains in cross domain model inversion attack
Zeping Zhang, Jie Huang

Egoism, utilitarianism and egalitarianism in multi-agent reinforcement learning
Shaokang Dong, Chao Li, Shangdong Yang, Bo An, ... Yang Gao

Dynamics of heterogeneous Hopfield neural network with adaptive activation function based on memristor
Chunhua Wang, Junhui Liang, Quanli Deng

Sliding mode control for uncertain fractional-order reaction–diffusion memristor neural networks with time delays
Yue Cao, Yonggui Kao, Zhen Wang, Xinsong Yang, ... Wei Xie

Heterogeneous coexisting attractors, large-scale amplitude control and finite-time synchronization of central cyclic memristive neural networks

On energy complexity of fully-connected layers
Jiří Šíma, Jérémie Cabessa, Petra Vidnerová

Containment control for fractional-order networked system with intermittent sampled position communication
Yanyan Ye, Hongzhe Chen, Jie Tao, Qianqian Cai, Peng Shi

Detail-preserving image warping by enforcing smooth image sampling
Qingrui Sha, Kaicong Sun, Caiwen Jiang, Mingze Xu, ... Dinggang Shen

Advancing neural network calibration: The role of gradient decay in large-margin Softmax optimization
Siyuan Zhang, Linbo Xie

Inverse-free zeroing neural network for time-variant nonlinear optimization with manipulator applications
Jielong Chen, Yan Pan, Yunong Zhang, Shuai Li, Ning Tan

Capacity bounds for hyperbolic neural network representations of latent tree structures
Anastasis Kratsios, Ruiyang Hong, Haitz Sáez de Ocáriz Borde

A topological description of loss surfaces based on Betti Numbers
Maria Sofia Bucarelli, Giuseppe Alessio D’Inverno, Monica Bianchini, Franco Scarselli, Fabrizio Silvestri

Learning sequence attractors in recurrent networks with hidden neurons
Yao Lu, Si Wu

Magnitude and angle dynamics in training single ReLU neurons
Sangmin Lee, Byeongsu Sim, Jong Chul Ye

Input-to-state stability of delayed memristor-based inertial neural networks via non-reduced order method
Yuxin Jiang, Song Zhu, Xiaoyang Liu, Shiping Wen, Chaoxu Mu

Adaptively identify and refine ill-posed regions for accurate stereo matching
Changlin Liu, Linjun Sun, Xin Ning, Jian Xu, ... Weijun Li

Efficient tensor decomposition-based filter pruning
Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen

A grid fault diagnosis framework based on adaptive integrated decomposition and cross-modal attention fusion
Jiangxun Liu, Zhu Duan, Hui Liu

Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection
Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang

Facial micro-expression recognition using stochastic graph convolutional network and dual transferred learning
Hui Tang, Li Chai

Unifying emotion-oriented and cause-oriented predictions for emotion-cause pair extraction
Guimin Hu, Yi Zhao, Guangming Lu

UGEE-Net: Uncertainty-guided and edge-enhanced network for image splicing localization
Qixian Hao, Ruyong Ren, Shaozhang Niu, Kai Wang, ... Jiwei Zhang

A syntactic evidence network model for fact verification
Zhendong Chen, Siu Cheung Hui, Fuzhen Zhuang, Lejian Liao, ... Heyan Huang

Meta-learning based blind image super-resolution approach to different degradations
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, ... Deniz Gündüz

Adversarial Infrared Curves: An attack on infrared pedestrian detectors in the physical world
Chengyin Hu, Weiwen Shi, Wen Yao, Tingsong Jiang, ... Wen Li

Towards safer robot-assisted surgery: A markerless augmented reality framework
Ziyang Chen, Laura Cruciani, Ke Fan, Matteo Fontana, ... Elena De Momi

Cluster-CAM: Cluster-weighted visual interpretation of CNNs’ decision in image classification
Zhenpeng Feng, Hongbing Ji, Miloš Daković, Xiyang Cui, ... Ljubiša Stanković

Self-architectural knowledge distillation for spiking neural networks
Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, ... Yonghong Tian

A Semi-supervised Gaussian Mixture Variational Autoencoder method for few-shot fine-grained fault diagnosis
Zhiqian Zhao, Yeyin Xu, Jiabin Zhang, Runchao Zhao, ... Yinghou Jiao

Intellectual assessment of amyotrophic lateral sclerosis using deep resemble forward neural network
Abdullah Alqahtani, Shtwai Alsubai, Mohemmed Sha, Ashit Kumar Dutta, Yu-Dong Zhang

NFMPAtt-Unet: Neighborhood Fuzzy C-means Multi-scale Pyramid Hybrid Attention Unet for medical image segmentation
Xinpeng Zhao, Weihua Xu

Reliable object tracking by multimodal hybrid feature extraction and transformer-based fusion
Hongze Sun, Rui Liu, Wuque Cai, Jun Wang, ... Daqing Guo

Model-agnostic counterfactual reasoning for identifying and mitigating answer bias in knowledge tracing
Chaoran Cui, Hebo Ma, Xiaolin Dong, Chen Zhang, ... Yuling Ma

A novel two-layer fuzzy neural network for solving inequality-constrained
ℓ_{1}-minimization problem with applications
Qing Hu, Bing Zheng

Leveraging spiking neural networks for topic modeling
Marcin Białas, Marcin Michał Mirończuk, Jacek Mańdziuk

Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation
Haonan Wang, Peng Cao, Jinzhu Yang, Osmar Zaiane

On convergence properties of the brain-state-in-a-convex-domain
Mauro Di Marco, Mauro Forti, Luca Pancioni, Alberto Tesi


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