Connectionists: NEURAL NETWORKS, Mar. 2023

[Wang, Deliang]

Neural Networks - Volume 159, March 2023
https://www.journals.elsevier.com/neural-networks


SGORNN: Combining scalar gates and orthogonal constraints in recurrent networks
Will Taylor-Melanson, Martha Dais Ferreira, Stan Matwin

Graph Spring Network and Informative Anchor Selection for session-based recommendation
Zizhuo Zhang, Bang Wang

DroneAttention: Sparse weighted temporal attention for drone-camera based activity recognition
Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa, Kamlesh Tiwari, ... Peter Corcoran

Factorizing time-heterogeneous Markov transition for temporal recommendation
Wen Wen, Wencui Wang, Zhifeng Hao, Ruichu Cai

Early stopping by correlating online indicators in neural networks
Manuel Vilares Ferro, Yerai Doval Mosquera, Francisco J. Ribadas Pena, Víctor M. Darriba Bilbao

Variable three-term conjugate gradient method for training artificial neural networks
Hansu Kim, Chuxuan Wang, Hyoseok Byun, Weifei Hu, ... Tae Hee Lee

Representation learning for continuous action spaces is beneficial for efficient policy learning
Tingting Zhao, Ying Wang, Wei Sun, Yarui Chen, ... Masashi Sugiyama

Path reliability-based graph attention networks
Yayang Li, Shuqing Liang, Yuncheng Jiang

Observer-based dynamical pattern recognition via deterministic learning
Jingtao Hu, Weiming Wu, Fukai Zhang, Tianrui Chen, Cong Wang

Proposed algorithm for smart grid DDoS detection based on deep learning
Sayawu Yakubu Diaba, Mohammed Elmusrati

An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development
Faming Xu, Chen Qiao, Huiyu Zhou, Vince D. Calhoun, ... Yuping Wang

Improving fine-tuning of self-supervised models with Contrastive Initialization
Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, ... Yiqun Chen

S^3NN: Time step reduction of spiking surrogate gradients for training energy efficient single-step spiking neural networks
Kazuma Suetake, Shin-ichi Ikegawa, Ryuji Saiin, Yoshihide Sawada

Synchronization of hybrid switching diffusions delayed networks via stochastic event-triggered control
Hui Zhou, Shufan Li, Chunmei Zhang

Monte Carlo Ensemble Neural Network for the diagnosis of Alzheimer's disease
Chaoqiang Liu, Fei Huang, Anqi Qiu, Alzheimer's Disease Neuroimaging Initiative

Non-fragile output-feedback synchronization for delayed discrete-time complex-valued neural networks with randomly occurring uncertainties
G. Soundararajan, G. Nagamani

Depth map guided triplet network for deepfake face detection
Buyun Liang, Zhongyuan Wang, Baojin Huang, Qin Zou, ... Jingjing Liang

Efficient Perturbation Inference and Expandable Network for continual learning
Fei Du, Yun Yang, Ziyuan Zhao, Zeng Zeng

Accuracy of a Deep Learning Method for Heart Sound Analysis is Unrealistic
Arash Gharehbaghi, Elaheh Partovi
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