Connectionists: NEURAL NETWORKS, March 2022

[Wang, Deliang]

Neural Networks - Volume 147, March 2022
https://www.journals.elsevier.com/neural-networks


Associative anticipatory learning and control of the cerebellar cortex based on the spike-timing-dependent plasticity of the parallel fiber-Purkinje cell synapses
Masahiko Fujita

Feature Correlation-Steered Capsule Network for object detection
Zhongqi Lin, Jingdun Jia, Feng Huang, Wanlin Gao

Fast writer adaptation with style extractor network for handwritten text recognition
Zi-Rui Wang, Jun Du

UTRAD: Anomaly detection and localization with U-Transformer
Liyang Chen, Zhiyuan You, Nian Zhang, Juntong Xi, Xinyi Le

NoAS-DS: Neural optimal architecture search for detection of diverse DNA signals
Kaushik Bhargav Sivangi, Chandra Mohan Dasari, Santhosh Amilpur, Raju Bhukya

SurvNAM: The machine learning survival model explanation
Lev V. Utkin, Egor D. Satyukov, Andrei V. Konstantinov

Fully corrective gradient boosting with squared hinge: Fast learning rates and early stopping
Jinshan Zeng, Min Zhang, Shao-Bo Lin

HRel: Filter pruning based on High Relevance between activation maps and class labels
C.H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S.H. Shabbeer Basha

A one-layer recurrent neural network for nonsmooth pseudoconvex optimization with quasiconvex inequality and affine equality constraints
Na Liu, Jun Wang, Sitian Qin

Approximation capabilities of measure-preserving neural networks
Aiqing Zhu, Pengzhan Jin, Yifa Tang

DMPP: Differentiable multi-pruner and predictor for neural network pruning
Jiaxin Li, Bo Zhao, Derong Liu

Command-filter-based adaptive neural tracking control for a class of nonlinear MIMO state-constrained systems with input delay and saturation
Yuhao Zhou, Xin Wang, Rui Xu

Towards efficient network compression via Few-Shot Slimming
Junjie He, Yinzhang Ding, Ming Zhang, Dongxiao Li

Observer-based adaptive neural tracking control for a class of nonlinear systems with prescribed performance and input dead-zone constraints
Guangdeng Zong, Yudi Wang, Hamid Reza Karimi, Kaibo Shi

Symmetric positive definite manifold learning and its application in fault diagnosis
Yuanhong Liu, Zebiao Hu, Yansheng Zhang

Efficient joint model learning, segmentation and model updating for visual tracking
Wei Han, Chamara Kasun Liyanaarachchi Lekamalage, Guang-Bin Huang

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