Connectionists: NEURAL NETWORKS, May 2023

[Wang, Deliang]

Neural Networks - Volume 162, May 2023
https://www.journals.elsevier.com/neural-networks


Successes and critical failures of neural networks in capturing human-like speech recognition
Federico Adolfi, Jeffrey S. Bowers, David Poeppel

Genetic hyperparameter optimization with Modified Scalable-Neighbourhood Component Analysis for breast cancer prognostication
Shtwai Alsubai, Abdullah Alqahtani, Mohemmed Sha

A dynamical model of visual motion processing for arbitrary stimuli including type II plaids
Yusuke Korai, Kenichiro Miura

Edge computing on TPU for brain implant signal analysis
János Rokai, István Ulbert, Gergely Márton

Decoding self-motion from visual image sequence predicts distinctive features of reflexive motor responses to visual motion
Daiki Nakamura, Hiroaki Gomi

Toward a cerebello-thalamo-cortical computational model of spinocerebellar ataxia
Gajendra Kumar, Chi Him Eddie Ma

Generalized image outpainting with U-transformer
Penglei Gao, Xi Yang, Rui Zhang, John Y. Goulermas, ... Kaizhu Huang

ProMask: Probability mask representation for skeleton detection
Xiuxiu Bai, Lele Ye, Zhe Liu, Bin Liu

Multi-UAV autonomous collision avoidance based on PPO-GIC algorithm with CNN-LSTM fusion network
Chengqing Liang, Lei Liu, Chen Liu

Episodic task agnostic contrastive training for multi-task learning
Fan Zhou, Yuyi Chen, Jun Wen, Qiuhao Zeng, ... Boyu Wang

An effective knowledge graph entity alignment model based on multiple information
Beibei Zhu, Tie Bao, Ridong Han, Hai Cui, ... Tao Peng

Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication
Herdiantri Sufriyana, Yu-Wei Wu, Emily Chia-Yu Su

NLS: An accurate and yet easy-to-interpret prediction method
Victor Coscrato, Marco H.A. Inácio, Tiago Botari, Rafael Izbicki

A meta-framework for multi-label active learning based on deep reinforcement learning
Shuyue Chen, Ran Wang, Jian Lu

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN
Md Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, ... Mohammad Ali Moni

Dual adaptive learning multi-task multi-view for graph network representation learning
Beibei Han, Yingmei Wei, Qingyong Wang, Shanshan Wan

Traffic forecasting with graph spatial-temporal position recurrent network
Yibi Chen, Kenli Li, Chai Kiat Yeo, Keqin Li

Hierarchical Attention Master-Slave for heterogeneous multi-agent reinforcement learning
Jiao Wang, Mingrui Yuan, Yun Li, Zihui Zhao

Nested relation extraction via self-contrastive learning guided by structure and semantic similarity
Chengcheng Mai, Kaiwen Luo, Yuxiang Wang, Ziyan Peng, ... Yihua Huang

A learnable sampling method for scalable graph neural networks
Weichen Zhao, Tiande Guo, Xiaoxi Yu, Congying Han

COM: Contrastive Masked-attention model for incomplete multimodal learning
Shuwei Qian, Chongjun Wang

Uncertainty maximization in partially observable domains: A cognitive perspective
Mirza Ramicic, Andrea Bonarini

Improved disturbance observer-based fixed-time adaptive neural network consensus tracking for nonlinear multi-agent systems
Na Zhang, Jianwei Xia, Ju H. Park, Jing Zhang, Hao Shen

Miper-MVS: Multi-scale iterative probability estimation with refinement for efficient multi-view stereo
Huizhou Zhou, Haoliang Zhao, Qi Wang, Gefei Hao, Liang Lei

RAFNet: Restricted attention fusion network for sleep apnea detection
Ying Chen, Huijun Yue, Ruifeng Zou, Wenbin Lei, ... Xiaomao Fan

Jacob R. Epifano, Ravi P. Ramachandran, Aaron J. Masino, Ghulam Rasool
Pages 581-588

Effects of parity, frustration, and stochastic fluctuations on integrated conceptual information for networks with two small-sized loops
Tadaaki Hosaka

Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument
Jingjing Wang, Song Zhu, Xiaoyang Liu, Shiping Wen

A general framework for robust stability analysis of neural networks with discrete time delays
Melike Solak, Ozlem Faydasicok, Sabri Arik

Disturbance rejection for multi-weighted complex dynamical networks with actuator saturation and deception attacks via hybrid-triggered mechanism
R. Sakthivel, O.M. Kwon, M.J. Park, S.M. Lee, R. Sakthivel

Bounded synchronization for uncertain master-slave neural networks: An adaptive impulsive control approach
Yuru Guo, Chang Liu, Yonghua Liu, Yong Xu, ... Tingwen Huang

Global synchronization of complex-valued neural networks with unbounded time-varying delays
Yin Sheng, Haoyu Gong, Zhigang Zeng

LCM-Captioner: A lightweight text-based image captioning method with collaborative mechanism between vision and text
Qi Wang, Hongyu Deng, Xue Wu, Zhenguo Yang, ... Gefei Hao

An interpretive constrained linear model for ResNet and MgNet
Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu

Deep learning-based open set multi-source domain adaptation with complementary transferability metric for mechanical fault diagnosis
Jinghui Tian, Dongying Han, Hamid Reza Karimi, Yu Zhang, Peiming Shi

WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions
Rui Ye, Shanshan Feng, Xutao Li, Yunming Ye, ... Yaowei Wang

SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains
Kanghyeok Ko, Taesun Yeom, Minhyeok Lee

Vertex points are not enough: Monocular 3D object detection via intra- and inter-plane constraints
Hongdou Yao, Jun Chen, Zheng Wang, Xiao Wang, ... Pengfei Han

Framework for Segmented threshold l_{0} gradient approximation based network for sparse signal recovery
Vivekanand V., Deepak Mishra

Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity
Arunabha M. Roy, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave

CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli

Restoration and enhancement on low exposure raw images by joint demosaicing and denoising
Jiaqi Ma, Guoli Wang, Lefei Zhang, Qian Zhang

Lifelong Text-Audio Sentiment Analysis learning
Yuting Lin, Peng Ji, Xiuyi Chen, Zhongshi He

Generative negative replay for continual learning
Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco


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