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Neural Networks, Volume 162
Volume 162, May 2023
- Penglei Gao
, Xi Yang
, Rui Zhang, John Yannis Goulermas, Yujie Geng, Yuyao Yan, Kaizhu Huang
:
Generalized image outpainting with U-transformer. 1-10 - Xiuxiu Bai
, Lele Ye, Zhe Liu, Bin Liu:
ProMask: Probability mask representation for skeleton detection. 11-20 - Chengqing Liang, Lei Liu, Chen Liu:
Multi-UAV autonomous collision avoidance based on PPO-GIC algorithm with CNN-LSTM fusion network. 21-33 - Fan Zhou
, Yuyi Chen, Jun Wen, Qiuhao Zeng, Changjian Shui, Charles X. Ling, Shichun Yang, Boyu Wang:
Episodic task agnostic contrastive training for multi-task learning. 34-45
- Yusuke Korai
, Kenichiro Miura:
A dynamical model of visual motion processing for arbitrary stimuli including type II plaids. 46-68
- Jinghui Tian, Dongying Han
, Hamid Reza Karimi, Yu Zhang, Peiming Shi:
Deep learning-based open set multi-source domain adaptation with complementary transferability metric for mechanical fault diagnosis. 69-82
- Beibei Zhu, Tie Bao
, Ridong Han
, Hai Cui
, Jiayu Han
, Lu Liu, Tao Peng
:
An effective knowledge graph entity alignment model based on multiple information. 83-98 - Herdiantri Sufriyana, Yu-Wei Wu
, Emily Chia-Yu Su
:
Human-guided deep learning with ante-hoc explainability by convolutional network from non-image data for pregnancy prognostication. 99-116 - Victor Coscrato
, Marco Henrique de Almeida Inácio, Tiago Botari, Rafael Izbicki
:
NLS: An accurate and yet easy-to-interpret prediction method. 117-130
- Tadaaki Hosaka
:
Effects of parity, frustration, and stochastic fluctuations on integrated conceptual information for networks with two small-sized loops. 131-146
- Rui Ye, Shanshan Feng, Xutao Li, Yunming Ye, Baoquan Zhang, Yan Zhu, Yao Sun, Yaowei Wang
:
WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions. 147-161 - Yuting Lin, Peng Ji, Xiuyi Chen, Zhongshi He:
Lifelong Text-Audio Sentiment Analysis learning. 162-174
- Jingjing Wang, Song Zhu, Xiaoyang Liu, Shiping Wen:
Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument. 175-185 - Melike Solak
, Ozlem Faydasicok
, Sabri Arik
:
A general framework for robust stability analysis of neural networks with discrete time delays. 186-198
- Federico Adolfi
, Jeffrey S. Bowers
, David Poeppel
:
Successes and critical failures of neural networks in capturing human-like speech recognition. 199-211
- János Rokai
, István Ulbert, Gergely Márton:
Edge computing on TPU for brain implant signal analysis. 212-224
- Ramalingam Sakthivel
, Oh-Min Kwon
, Myeong-Jin Park, S. M. Lee, Rathinasamy Sakthivel:
Disturbance rejection for multi-weighted complex dynamical networks with actuator saturation and deception attacks via hybrid-triggered mechanism. 225-239
- Shtwai Alsubai
, Abdullah Alqahtani
, Mohemmed Sha:
Genetic hyperparameter optimization with Modified Scalable-Neighbourhood Component Analysis for breast cancer prognostication. 240-257
- Shuyue Chen, Ran Wang
, Jian Lu:
A meta-framework for multi-label active learning based on deep reinforcement learning. 258-270 - Md. Shofiqul Islam, Khondokar Fida Hasan, Sunjida Sultana, Shahadat Uddin, Pietro Lio', Julian M. W. Quinn, Mohammad Ali Moni
:
HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. 271-287
- Yuru Guo, Chang Liu, Yonghua Liu, Yong Xu
, Renquan Lu, Tingwen Huang:
Bounded synchronization for uncertain master-slave neural networks: An adaptive impulsive control approach. 288-296
- Beibei Han, Yingmei Wei, Qingyong Wang, Shanshan Wan:
Dual adaptive learning multi-task multi-view for graph network representation learning. 297-308
- Yin Sheng, Haoyu Gong, Zhigang Zeng:
Global synchronization of complex-valued neural networks with unbounded time-varying delays. 309-317 - Qi Wang, Hongyu Deng
, Xue Wu, Zhenguo Yang, Yun Liu, Yazhou Wang, Gefei Hao
:
LCM-Captioner: A lightweight text-based image captioning method with collaborative mechanism between vision and text. 318-329
- Kanghyeok Ko
, Taesun Yeom
, Minhyeok Lee
:
SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains. 330-339
- Yibi Chen
, Kenli Li, Chai Kiat Yeo, Keqin Li:
Traffic forecasting with graph spatial-temporal position recurrent network. 340-349
- Hongdou Yao, Jun Chen, Zheng Wang, Xiao Wang, Xiaoyu Chai
, Yansheng Qiu
, Pengfei Han
:
Vertex points are not enough: Monocular 3D object detection via intra- and inter-plane constraints. 350-358
- Jiao Wang, Mingrui Yuan, Yun Li
, Zihui Zhao:
Hierarchical Attention Master-Slave for heterogeneous multi-agent reinforcement learning. 359-368
- Gabriele Graffieti
, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco:
Generative negative replay for continual learning. 369-383
- Juncai He
, Jinchao Xu, Lian Zhang, Jianqing Zhu:
An interpretive constrained linear model for ResNet and MgNet. 384-392
- Chengcheng Mai
, Kaiwen Luo
, Yuxiang Wang
, Ziyan Peng, Yu Chen
, Chunfeng Yuan
, Yihua Huang
:
Nested relation extraction via self-contrastive learning guided by structure and semantic similarity. 393-411 - Weichen Zhao
, Tiande Guo, Xiaoxi Yu, Congying Han:
A learnable sampling method for scalable graph neural networks. 412-424
- V. Vivekanand
, Deepak Mishra
:
Framework for Segmented threshold ℓ0 gradient approximation based network for sparse signal recovery. 425-442
- Shuwei Qian
, Chongjun Wang
:
COM: Contrastive Masked-attention model for incomplete multimodal learning. 443-455 - Mirza Ramicic
, Andrea Bonarini:
Uncertainty maximization in partially observable domains: A cognitive perspective. 456-471
- Arunabha M. Roy
, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave:
Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity. 472-489
- Na Zhang, Jianwei Xia
, Ju Hyun Park, Jing Zhang, Hao Shen:
Improved disturbance observer-based fixed-time adaptive neural network consensus tracking for nonlinear multi-agent systems. 490-501 - Huizhou Zhou, Haoliang Zhao
, Qi Wang, Gefei Hao
, Liang Lei:
Miper-MVS: Multi-scale iterative probability estimation with refinement for efficient multi-view stereo. 502-515
- Daiki Nakamura, Hiroaki Gomi
:
Decoding self-motion from visual image sequence predicts distinctive features of reflexive motor responses to visual motion. 516-530
- Emilio Paolini
, Lorenzo De Marinis, Luca Maggiani
, Marco Cococcioni
, Nicola Andriolli
:
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. 531-540
- Gajendra Kumar
, Chi Him Eddie Ma:
Toward a cerebello-thalamo-cortical computational model of spinocerebellar ataxia. 541-556
- Jiaqi Ma
, Guoli Wang, Lefei Zhang
, Qian Zhang:
Restoration and enhancement on low exposure raw images by joint demosaicing and denoising. 557-570
- Ying Chen, Huijun Yue, Ruifeng Zou, Wenbin Lei, Wenjun Ma, Xiaomao Fan
:
RAFNet: Restricted attention fusion network for sleep apnea detection. 571-580 - Jacob R. Epifano
, Ravi Prakash Ramachandran, Aaron J. Masino
, Ghulam Rasool:
Revisiting the fragility of influence functions. 581-588
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