Connectionists: NEURAL NETWORKS, Aug. 2020

[DeLiang Wang]

Neural Networks - Volume 128, August 2020
https://www.journals.elsevier.com/neural-networks

Deep learning from label proportions with labeled samples
Yong Shi, Jiabin Liu, Bo Wang, Zhiquan Qi, YingJie Tian

A unified robust framework for multi-view feature extraction with 
L2,1-norm constraint
Jinxin Zhang, Liming Liu, Ling Zhen, Ling Jing

Training memristor-based multilayer neuromorphic networks with SGD, 
momentum and adaptive learning rates
Zheng Yan, Jiadong Chen, Rui Hu, Tingwen Huang, ... Shiping Wen

Generalized Guerra's interpolation schemes for dense associative neural 
networks
Elena Agliari, Francesco Alemanno, Adriano Barra, Alberto Fachechi

Regularized least squares locality preserving projections with 
applications to image recognition
Wei Wei, Hua Dai, Weitai Liang

Deep Multi-Critic Network for accelerating Policy Learning in 
multi-agent environments
Joosep Hook, Varuna De Silva, Ahmet Kondoz

Graph transform learning
Angshul Majumdar

Theory of adaptive SVD regularization for deep neural networks
Mohammad Mahdi Bejani, Mehdi Ghatee

Robust image classification against adversarial attacks using elastic 
similarity measures between edge count sequences
Izaskun Oregi, Javier Del Ser, Aritz Perez, Jose A. Lozano

Sequential vessel segmentation via deep channel attention network
Dongdong Hao, Song Ding, Linwei Qiu, Yisong Lv, ... Binjie Qin

Fast Haar Transforms for Graph Neural Networks
Ming Li, Zheng Ma, Yu Guang Wang, Xiaosheng Zhuang

T-Net: Nested encoder-decoder architecture for the main vessel 
segmentation in coronary angiography
Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim

Accurate and efficient sequential ensemble learning for highly 
imbalanced multi-class data
Chi-Man Vong, Jie Du

Uni-image: Universal image construction for robust neural model
Jiacang Ho, Byung-Gook Lee, Dae-Ki Kang

Cross-modality paired-images generation and augmentation for 
RGB-infrared person re-identification
Guan'an Wang, Yang Yang, Tianzhu Zhang, Jian Cheng, ... Hari Mohan Pandey

Sparsity through evolutionary pruning prevents neuronal networks from 
overfitting
Richard C. Gerum, Andr?Erpenbeck, Patrick Krauss, Achim Schilling

Progressive learning: A deep learning framework for continual learning
Haytham M. Fayek, Lawrence Cavedon, Hong Ren Wu

Fixed-time synchronization of delayed Cohen-Grossberg neural networks 
based on a novel sliding mode
Jian Xiao, Zhigang Zeng, Ailong Wu, Shiping Wen

Common stochastic inputs induce neuronal transient synchronization with 
partial reset
Siyang Leng, Kazuyuki Aihara

Performance metrics for online seizure prediction
Hsiang-Han Chen, Vladimir Cherkassky

Multi-projection of unequal dimension optimal transport theory for 
Generative Adversary Networks
Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Gu Xu

Synchronization criteria for quaternion-valued coupled neural networks 
with impulses
Xingnan Qi, Haibo Bao, Jinde Cao

Impulsive synchronization of coupled delayed neural networks with 
actuator saturation and its application to image encryption
Deqiang Ouyang, Jie Shao, Haijun Jiang, Sing Kiong Nguang, Heng Tao Shen

Analog neuron hierarchy
Jiri Sima

Embedding and approximation theorems for echo state networks
Allen Hart, James Hook, Jonathan Dawes

Generalized norm for existence, uniqueness and stability of Hopfield 
neural networks with discrete and distributed delays
Huamin Wang, Guoliang Wei, Shiping Wen, Tingwen Huang

Approximation rates for neural networks with general activation functions
Jonathan W. Siegel, Jinchao Xu

Real-time multiple spatiotemporal action localization and prediction 
approach using deep learning
Ahmed Ali Hammam, Mona M. Soliman, Aboul Ella Hassanien

Automated classification of cells into multiple classes in epithelial 
tissue of oral squamous cell carcinoma using transfer learning and 
convolutional neural network
Navarun Das, Elima Hussain, Lipi B. Mahanta

BPGAN: Bidirectional CT-to-MRI prediction using multi-generative 
multi-adversarial nets with spectral normalization and localization
Liming Xu, Xianhua Zeng, He Zhang, Weisheng Li, ... Zhiwei Huang