Connectionists: NEURAL NETWORKS, September 2023

[Wang, Deliang]

Neural Networks - Volume 166, September 2023
https://www.journals.elsevier.com/neural-networks


A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace
Fadi Dornaika, Abdullah Baradaaji

A survey on neural-symbolic learning systems
Dongran Yu, Bo Yang, Dayou Liu, Hui Wang, Shirui Pan

RegraphGAN: A graph generative adversarial network model for dynamic network anomaly detection
Dezhi Guo, Zhaowei Liu, Ranran Li

Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column
Parvin Zarei Eskikand, Artemio Soto-Breceda, Mark J. Cook, Anthony N. Burkitt, David B. Grayden

Visual information processing through the interplay between fine and coarse signal pathways
Xiaolong Zou, Zilong Ji, Tianqiu Zhang, Tiejun Huang, Si Wu

Multi-view graph representation with similarity diffusion for general zero-shot learning
Beibei Yu, Cheng Xie, Peng Tang, Haoran Duan

Tackling higher-order relations and heterogeneity: Dynamic heterogeneous hypergraph network for spatiotemporal activity prediction
Changyuan Tian, Zequn Zhang, Fanglong Yao, Zhi Guo, ... Xian Sun

Low-rank discrete multi-view spectral clustering
Yu Yun, Jing Li, Quanxue Gao, Ming Yang, Xinbo Gao

Quantum recurrent neural networks for sequential learning
Yanan Li, Zhimin Wang, Rongbing Han, Shangshang Shi, ... Yongjian Gu

A super-resolution network for medical imaging via transformation analysis of wavelet multi-resolution
Yue Yu, Kun She, Jinhua Liu, Xiao Cai, ... O.M. Kwon

Dual memory model for experience-once task-incremental lifelong learning
Gehua Ma, Runhao Jiang, Lang Wang, Huajin Tang

Unsupervised feature selection based on variance-covariance subspace distance
Saeed Karami, Farid Saberi-Movahed, Prayag Tiwari, Pekka Marttinen, Sahar Vahdati

Block-level dependency syntax based model for end-to-end aspect-based sentiment analysis
Yan Xiang, Jiqun Zhang, Junjun Guo

Lightweight image super-resolution based multi-order gated aggregation network
Garas Gendy, Nabil Sabor, Guanghui He

Safe screening rules for multi-view support vector machines
Huiru Wang, Jiayi Zhu, Siyuan Zhang

A simple and reliable instance selection for fast training support vector machine: Valid Border Recognition
Long Tang, Yingjie Tian, Xiaowei Wang, Panos M. Pardalos

CCGN: Centralized collaborative graphical transformer multi-agent reinforcement learning for multi-intersection signal free-corridor
Hamza Mukhtar, Adil Afzal, Sultan Alahmari, Saud Yonbawi

ATNAS: Automatic Termination for Neural Architecture Search
Kotaro Sakamoto, Hideaki Ishibashi, Rei Sato, Shinichi Shirakawa, ... Hideitsu Hino

Sparse solution of least-squares twin multi-class support vector machine using l_{0} and l_{p}-norm for classification and feature selection
Hossein Moosaei, Milan Hladík

InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera
Xichuan Zhou, Dongshan Lei, Chunqiao Long, Jing Nie, Haijun Liu

Memristor-based spiking neural network with online reinforcement learning
Danila Vlasov, Anton Minnekhanov, Roman Rybka, Yury Davydov, ... Vyacheslav Demin

Class-imbalanced complementary-label learning via weighted loss
Meng Wei, Yong Zhou, Zhongnian Li, Xinzheng Xu

Warming up recurrent neural networks to maximise reachable multistability greatly improves learning
Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion

A biologically inspired auto-associative network with sparse temporal population coding
Ya Zhang, Kexin Shi, Xiaoling Luo, Yi Chen, ... Hong Qu

Long-range zero-shot generative deep network quantization
Yan Luo, Yangcheng Gao, Zhao Zhang, Jicong Fan, ... Mingliang Xu

Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
Philipp Ernst, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger

Content preserving image translation with texture co-occurrence and spatial self-similarity for texture debiasing and domain adaptation
Myeongkyun Kang, Dongkyu Won, Miguel Luna, Philip Chikontwe, ... Sang Hyun Park

Adaptive event-triggered synchronization of neural networks under stochastic cyber-attacks with application to Chua's circuit
Yao Xu, Chunyu Yang, Linna Zhou, Lei Ma, Song Zhu

A look into feedback neural computation upon collision selectivity
Zefang Chang, Qinbing Fu, Hao Chen, Haiyang Li, Jigen Peng

The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory
Sergey Oladyshkin, Timothy Praditia, Ilja Kroeker, Farid Mohammadi, ... Sebastian Otte

A bio-inspired positional embedding network for transformer-based models
Xue-song Tang, Kuangrong Hao, Hui Wei

Node injection for class-specific network poisoning
Ansh Kumar Sharma, Rahul Kukreja, Mayank Kharbanda, Tanmoy Chakraborty

EPC-DARTS: Efficient partial channel connection for differentiable architecture search
Zicheng Cai, Lei Chen, Hai-Lin Liu

Fixed-time periodic stabilization of discontinuous reaction-diffusion Cohen-Grossberg neural networks
Fanchao Kong, Quanxin Zhu, Hamid Reza Karimi

Adaptive event-triggered extended dissipative synchronization of delayed reaction-diffusion neural networks under deception attacks
Feng-Liang Zhao, Zi-Peng Wang, Junfei Qiao, Huai-Ning Wu, Tingwen Huang

Approximation of smooth functionals using deep ReLU networks
Linhao Song, Ying Liu, Jun Fan, Ding-Xuan Zhou

Value iteration for streaming data on a continuous space with gradient method in an RKHS
Jiamin Liu, Wangli Xu, Yue Wang, Heng Lian

Synchronization of coupled switched neural networks subject to hybrid stochastic disturbances
Han Long, Jingxuan Ci, Zhenyuan Guo, Shiping Wen, Tingwen Huang

Adaptive pinning cluster synchronization of a stochastic reaction-diffusion complex network
Binglong Lu, Haijun Jiang, Cheng Hu, Abdujelil Abdurahman, Mei Liu

A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers
Ingeborg de Pater, Mihaela Mitici

An adaptive neurodynamic approach for solving nonsmooth
-cluster games
Mengxin Wang, Shihui Zhu, Sitian Qin

Event-based fixed-time synchronization of neural networks under DoS attack and its applications
Mengping Xing, Jianquan Lu, Jungang Lou, Lingzhong Zhang

Adaptive prescribed settling time periodic event-triggered control for uncertain robotic manipulators with state constraints
Zicong Chen, Hui Zhang, Jianqi Liu, Qinruo Wang, Jianhui Wang

Trustworthy Medical Image Segmentation with improved performance for in-distribution samples
Sneha Shukla, Lokendra Birla, Anup Kumar Gupta, Puneet Gupta

Context and detail interaction network for stereo rain streak and raindrop removal
Jing Nie, Jin Xie, Jiale Cao, Yanwei Pang

Balance guided incomplete multi-view spectral clustering
Lilei Sun, Jie Wen, Chengliang Liu, Lunke Fei, Lusi Li

Perceptual Contrastive Generative Adversarial Network based on image warping for unsupervised image-to-image translation
Lin-Chieh Huang, Hung-Hsu Tsai

Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
Man Yao, Hengyu Zhang, Guangshe Zhao, Xiyu Zhang, ... Guoqi Li

Discrete-time robust event-triggered actuator fault-tolerant control based on adaptive networks and reinforcement learning
C. Treesatayapun

End-to-end neural speaker diarization with an iterative adaptive attractor estimation
Fengyuan Hao, Xiaodong Li, Chengshi Zheng

MSSPA-GC: Multi-Scale Shape Prior Adaptation with 3D Graph Convolutions for Category-Level Object Pose Estimation
Lu Zou, Zhangjin Huang, Naijie Gu, Guoping Wang

Solving classification tasks by a receptron based on nonlinear optical speckle fields
B. Paroli, G. Martini, M.A.C. Potenza, M. Siano, ... P. Milani

Online dynamic ensemble deep random vector functional link neural network for forecasting
Ruobin Gao, Ruilin Li, Minghui Hu, P.N. Suganthan, Kum Fai Yuen

Reconstructing controllable faces from brain activity with hierarchical multiview representations
Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, ... Xinbo Gao

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