Connectionists: NEURAL NETWORKS, Feb. 2023

[Wang, Deliang]

Neural Networks - Volume 158, February 2023
https://www.journals.elsevier.com/neural-networks


Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs)
Xi Jiang, Jiadong Yan, Yu Zhao, Mingxin Jiang, ... Tianming Liu

Pavlovian-based neurofeedback enhances meta-awareness of mind-wandering
Issaku Kawashima, Toru Nagahama, Hiroaki Kumano, Keiko Momose, Saori C. Tanaka

Representation based regression for object distance estimation
Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj

LSTMED: An uneven dynamic process monitoring method based on LSTM and Autoencoder neural network
Wenfeng Deng, Yuxuan Li, Keke Huang, Dehao Wu, ... Weihua Gui

EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks
Javier Poyatos, Daniel Molina, Aritz D. Martinez, Javier Del Ser, Francisco Herrera

DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition
Guangyu Gao, Ziming Liu, Guangjun Zhang, Jinyang Li, A.K. Qin

Reinforcement learning for robust stabilization of nonlinear systems with asymmetric saturating actuators
Xiong Yang, Yingjiang Zhou, Zhongke Gao

UniSKGRep: A unified representation learning framework of social network and knowledge graph
Yinghan Shen, Xuhui Jiang, Zijian Li, Yuanzhuo Wang, ... Xueqi Cheng

A fractional gradient descent algorithm robust to the initial weights of multilayer perceptron
Xuetao Xie, Yi-Fei Pu, Jian Wang

Continual learning with attentive recurrent neural networks for temporal data classification
Shao-Yu Yin, Yu Huang, Tien-Yu Chang, Shih-Fang Chang, Vincent S. Tseng

Accelerating reinforcement learning with case-based model-assisted experience augmentation for process control
Runze Lin, Junghui Chen, Lei Xie, Hongye Su

SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition
Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, ... Chengyu Liu

Forgetting memristor based STDP learning circuit for neural networks
Wenhao Zhou, Shiping Wen, Yi Liu, Lu Liu, ... Ling Chen

Multi-graph Fusion Graph Convolutional Networks with pseudo-label supervision
Yachao Yang, Yanfeng Sun, Fujiao Ju, Shaofan Wang, ... Baocai Yin

Deep MCANC: A deep learning approach to multi-channel active noise control
Hao Zhang, DeLiang Wang

Unsupervised graph-level representation learning with hierarchical contrasts
Wei Ju, Yiyang Gu, Xiao Luo, Yifan Wang, ... Ming Zhang

Multi-scale multi-reception attention network for bone age assessment in X-ray images
Zhichao Yang, Cong Cong, Maurice Pagnucco, Yang Song

Strictly intermittent quantized control for fixed/predefined-time cluster lag synchronization of stochastic multi-weighted complex networks

A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations
Alessandro Benfenati, Alessio Marta

Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment
Sunwoo Lee, Chaoyang He, Salman Avestimehr

Bayesian Disturbance Injection: Robust imitation learning of flexible policies for robot manipulation
Hanbit Oh, Hikaru Sasaki, Brendan Michael, Takamitsu Matsubara

LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis
Haijun Lei, Zhihui Tian, Hai Xie, Benjian Zhao, ... Baiying Lei

An architecture entropy regularizer for differentiable neural architecture search
Kun Jing, Luoyu Chen, Jungang Xu

Neural speech enhancement with unsupervised pre-training and mixture training
Xiang Hao, Chenglin Xu, Lei Xie

A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes
Alessandro Benfenati, Alessio Marta

CT-Loc: Cross-domain visual localization with a channel-wise transformer
Daeho Kim, Jaeil Kim

A class of doubly stochastic shift operators for random graph signals and their boundedness
Bruno Scalzo, Ljubiša Stanković, Miloš Daković, Anthony G. Constantinides, Danilo P. Mandic

A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization
Fadi Dornaika, Jingjun Bi, Chongsheng Zhang

IA-FaceS: A bidirectional method for semantic face editing
Wenjing Huang, Shikui Tu, Lei Xu


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