Connectionists: NEURAL NETWORKS, Aug. 2021

[Wang, Deliang]

Neural Networks - Volume 140,  August 2021
https://www.journals.elsevier.com/neural-networks


Basic theorem and global exponential stability of differential-algebraic neural networks with delay
Jiejie Chen, Boshan Chen, Zhigang Zeng

SPLASH: Learnable activation functions for improving accuracy and adversarial robustness
Mohammadamin Tavakoli, Forest Agostinelli, Pierre Baldi

TigeCMN: On exploration of temporal interaction graph embedding via Coupled Memory Neural Networks
Zhen Zhang, Jiajun Bu, Zhao Li, Chengwei Yao, ... Jia Wu

Exploring the spatial reasoning ability of neural models in human IQ tests
Hyunjae Kim, Yookyung Koh, Jinheon Baek, Jaewoo Kang

Long-term Cognitive Network-based architecture for multi-label classification
Gonzalo Napoles, Marilyn Bello, Yamisleydi Salgueiro

Empirical strategy for stretching probability distribution in neural-network-based regression
Eunho Koo, Hyungjun Kim

Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classification
Nan Guo, Ke Gu, Junfei Qiao, Jing Bi

Parallel orthogonal deep neural network
Peyman Sheikholharam Mashhadi, Sławomir Nowaczyk, Sepideh Pashami

Dual self-paced multi-view clustering
Zongmo Huang, Yazhou Ren, Xiaorong Pu, Lili Pan, ... Guoxian Yu

Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning
Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas

Bidirectional stochastic configuration network for regression problems
Weipeng Cao, Zhongwu Xie, Jianqiang Li, Zhiwu Xu, ... Xizhao Wang

A clustering-based adaptive Neighborhood Retrieval Visualizer
Dominik Olszewski

PyDiNet: Pyramid Dilated Network for medical image segmentation
Mourad Gridach

Manifold adversarial training for supervised and semi-supervised learning
Shufei Zhang, Kaizhu Huang, Jianke Zhu, Yang Liu

Self-organized Operational Neural Networks with Generative Neurons
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, ... Moncef Gabbouj

Learning dual-margin model for visual tracking
Nana Fan, Xin Li, Zikun Zhou, Qiao Liu, Zhenyu He

On decision regions of narrow deep neural networks
Hans-Peter Beise, Steve Dias Da Cruz, Udo Schroeder

Understanding the message passing in graph neural networks via power iteration clustering
Xue Li, Yuanzhi Cheng

A statistical framework for non-negative matrix factorization based on generalized dual divergence
Karthik Devarajan

Multistability of delayed fractional-order competitive neural networks
Fanghai Zhang, Tingwen Huang, Qiujie Wu, Zhigang Zeng

LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics
Kenneth Omokhagbo Afebu, Yang Liu, Evangelos Papatheou, Bingyong Guo

Speaker recognition based on deep learning: An overview
Zhongxin Bai, Xiao-Lei Zhang

Smoothing inertial neurodynamic approach for sparse signal reconstruction via -norm minimization
You Zhao, Xiaofeng Liao, Xing He, Rongqiang Tang, Weiwei Deng

Speaker separation in realistic noise environments with applications to a cognitively-controlled hearing aid
Bengt J. Borgstrom, Michael S. Brandstein, Gregory A. Ciccarelli, Thomas F. Quatieri, Christopher J. Smalt

Uncorrelated feature encoding for faster image style transfer
Minseong Kim, Hyun-Chul Choi

Tumor attention networks: Better feature selection, better tumor segmentation
Shuchao Pang, Anan Du, Mehmet A. Orgun, Yunyun Wang, Zhenmei Yu

Cycle consistent network for end-to-end style transfer TTS training
Liumeng Xue, Shifeng Pan, Lei He, Lei Xie, Frank K. Soong

Multi-resolution modulation-filtered cochleagram feature for LSTM-based dimensional emotion recognition from speech
Zhichao Peng, Jianwu Dang, Masashi Unoki, Masato Akagi
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