Connectionists: NEURAL NETWORKS, April 2022

[Wang, Deliang]

Neural Networks - Volume 148, April 2022
https://www.journals.elsevier.com/neural-networks

Improving data augmentation for low resource speech-to-text translation with diverse paraphrasing
Chenggang Mi, Lei Xie, Yanning Zhang

Multi-dimensional conditional mutual information with application on the EEG signal analysis for spatial cognitive ability evaluation
Dong Wen, Rou Li, Mengmeng Jiang, Jingjing Li, ... Yanhong Zhou

Discovering Parametric Activation Functions
Garrett Bingham, Risto Miikkulainen

Biological convolutions improve DNN robustness to noise and generalisation
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers

Joint learning adaptive metric and optimal classification hyperplane
Yidan Wang, Liming Yang

Dual Global Enhanced Transformer for image captioning
Tiantao Xian, Zhixin Li, Canlong Zhang, Huifang Ma

Signed network representation with novel node proximity evaluation
Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu

Cross-modal distribution alignment embedding network for generalized zero-shot learning
Qin Li, Mingzhen Hou, Hong Lai, Ming Yang

Deep Rival Penalized Competitive Learning for low-resolution face recognition
Peiying Li, Shikui Tu, Lei Xu

GARAT: Generative Adversarial Learning for Robust and Accurate Tracking
Bowen Yao, Jing Li, Shan Xue, Jia Wu, ... Zhiquan Ding

Region-aware network: Model human's Top-Down visual perception mechanism for crowd counting
Yuehai Chen, Jing Yang, Dong Zhang, Kun Zhang, ... Shaoyi Du

Quantifying the reproducibility of graph neural networks using multigraph data representation
Ahmed Nebli, Mohammed Amine Gharsallaoui, Zeynep Gürler, Islem Rekik, Alzheimer's Disease Neuroimaging Initiative

Exponential synchronization for variable-order fractional discontinuous complex dynamical networks with short memory via impulsive control
Ruihong Li, Huaiqin Wu, Jinde Cao

Finite-time synchronization of quaternion-valued neural networks with delays: A switching control method without decomposition
Tao Peng, Jie Zhong, Zhengwen Tu, Jianquan Lu, Jungang Lou

Trade off analysis between fixed-time stabilization and energy consumption of nonlinear neural networks
Yuchun Wang, Song Zhu, Hu Shao, Li Wang, Shiping Wen

Finite-time stabilization of complex-valued neural networks with proportional delays and inertial terms: A non-separation approach
Changqing Long, Guodong Zhang, Zhigang Zeng, Junhao Hu

On minimal representations of shallow ReLU networks
Steffen Dereich, Sebastian Kassing

Low-degree term first in ResNet, its variants and the whole neural network family
Tongfeng Sun, Shifei Ding, Lili Guo

The emergence of a concept in shallow neural networks
Elena Agliari, Francesco Alemanno, Adriano Barra, Giordano De Marzo

Evolved explainable classifications for lymph node metastases
Iam Palatnik de Sousa, Marley M.B.R. Vellasco, Eduardo Costa da Silva

Noise-robust voice conversion with domain adversarial training
Hongqiang Du, Lei Xie, Haizhou Li

Not every sample is efficient: Analogical generative adversarial network for unpaired image-to-image translation
Ziqiang Zheng, Jie Yang, Zhibin Yu, Yubo Wang, ... Bing Zheng

Feature-based intelligent models for optimisation of percussive drilling
Kenneth Omokhagbo Afebu, Yang Liu, Evangelos Papatheou

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