Connectionists: NEURAL NETWORKS, Nov. 2022

[Wang, Deliang]

Neural Networks - Volume 155, November 2022
https://www.journals.elsevier.com/neural-networks


Neural Networks special issue on Artificial Intelligence and Brain Science: Editorial
Kenji Doya, Karl Friston, Masashi Sugiyama, Josh Tenenbaum

Synergetic learning structure-based neuro-optimal fault tolerant control for unknown nonlinear systems
Hongbing Xia, Bo Zhao, Ping Guo

Online spike sorting via deep contractive autoencoder
Mohammadreza Radmanesh, Ahmad Asgharian Rezaei, Mahdi Jalili, Alireza Hashemi, Morteza Moazami Goudarzi

Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI
Ikram Chraibi Kaadoud, Adrien Bennetot, Barbara Mawhin, Vicky Charisi, Natalia Díaz-Rodríguez

Electrical coupling regulated by GABAergic nucleo-olivary afferent fibres facilitates cerebellar sensory-motor adaptation
Niceto R. Luque, Francisco Naveros, Ignacio Abadía, Eduardo Ros, Angelo Arleo

Brain-inspired chaotic backpropagation for MLP
Peng Tao, Jie Cheng, Luonan Chen

A privacy preservation framework for feedforward-designed convolutional neural networks
De Li, Jinyan Wang, Qiyu Li, Yuhang Hu, Xianxian Li

LGLNN: Label Guided Graph Learning-Neural Network for few-shot learning
Kangkang Zhao, Ziyan Zhang, Bo Jiang, Jin Tang

Interpretable Artificial Intelligence through Locality Guided Neural Networks
Randy Tan, Lei Gao, Naimul Khan, Ling Guan

Location-aware convolutional neural networks for graph classification
Zhaohui Wang, Qi Cao, Huawei Shen, Bingbing Xu, ... Xueqi Cheng

Joint clothes image detection and search via anchor free framework
Mingbo Zhao, Shanchuan Gao, Jianghong Ma, Zhao Zhang

Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations
Akira Sakai, Taro Sunagawa, Spandan Madan, Kanata Suzuki, ... Tomotake Sasaki

Structure enhanced deep clustering network via a weighted neighbourhood auto-encoder
Ruina Bai, Ruizhang Huang, Luyi Zheng, Yanping Chen, Yongbin Qin

DualG-GAN, a Dual-channel Generator based Generative Adversarial Network for text-to-face synthesis
Xiaodong Luo, Xiaohai He, Xiang Chen, Linbo Qing, Jin Zhang

A differentiable approach to the maximum independent set problem using dataless neural networks
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez

LS-NTP: Unifying long- and short-range spatial correlations for near-surface temperature prediction
Guangning Xu, Xutao Li, Shanshan Feng, Yunming Ye, ... Zhichao Huang

Hierarchical binding in convolutional neural networks: Making adversarial attacks geometrically challenging
Niels Leadholm, Simon Stringer

Unsupervised robust discriminative subspace representation based on discriminative approximate isometric embedding
Jianwei Li

Self-supervised knowledge distillation for complementary label learning
Jiabin Liu, Biao Li, Minglong Lei, Yong Shi

A novel Lyapunov stability analysis of neutral-type Cohen-Grossberg neural networks with multiple delays
Ozlem Faydasicok, Sabri Arik

Multi-granularity heterogeneous graph attention networks for extractive document summarization
Yu Zhao, Leilei Wang, Cui Wang, Huaming Du, ... Qing Li

Fast multiple graphs learning for multi-view clustering
Tianyu Jiang, Quanxue Gao

AFINet: Attentive Feature Integration Networks for image classification
Xinglin Pan, Jing Xu, Yu Pan, Liangjian Wen, ... Zenglin Xu

Imbalanced low-rank tensor completion via latent matrix factorization
Yuning Qiu, Guoxu Zhou, Junhua Zeng, Qibin Zhao, Shengli Xie

Latent adversarial regularized autoencoder for high-dimensional probabilistic time series prediction
Jing Zhang, Qun Dai

Attentional feature pyramid network for small object detection
Kyungseo Min, Gun-Hee Lee, Seong-Whan Lee

Low precision decentralized distributed training over IID and non-IID data
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy

HVIOnet: A deep learning based hybrid visual-inertial odometry approach for unmanned aerial system position estimation
Muhammet Fatih Aslan, Akif Durdu, Abdullah Yusefi, Alper Yilmaz

Sequential multi-view subspace clustering
Fangyuan Lei, Qin Li

Tf-GCZSL: Task-free generalized continual zero-shot learning
Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram

Support vector machine embedding discriminative dictionary pair learning for pattern classification
Jing Dong, Liu Yang, Chang Liu, Wei Cheng, Wenwu Wang

Continuous learning of spiking networks trained with local rules
D.I. Antonov, K.V. Sviatov, S. Sukhov

Sequential safe feature elimination rule for -regularized regression with Kullback-Leibler divergence
Hongmei Wang, Kun Jiang, Yitian Xu

TaskDrop: A competitive baseline for continual learning of sentiment classification
Jian-Ping Mei, Yilun Zhen, Qianwei Zhou, Rui Yan

Quantization-aware training for low precision photonic neural networks
M. Kirtas, A. Oikonomou, N. Passalis, G. Mourgias-Alexandris, ... A. Tefas

Hyper-flexible Convolutional Neural Networks based on Generalized Lehmer and Power Means
Vagan Terziyan, Diana Malyk, Mariia Golovianko, Vladyslav Branytskyi

An inertial neural network approach for loco-manipulation trajectory tracking of mobile robot with redundant manipulator
Chentao Xu, Miao Wang, Guoyi Chi, Qingshan Liu

Comprehensive analysis of fixed-time stability and energy cost for delay neural networks
Yuchun Wang, Song Zhu, Hu Shao, Yu Feng, ... Shiping Wen

Integral representations of shallow neural network with rectified power unit activation function
Ahmed Abdeljawad, Philipp Grohs

Natural Reweighted Wake-Sleep
Csongor Várady, Riccardo Volpi, Luigi Malagò, Nihat Ay

Deep learning-based image deconstruction method with maintained saliency
Keisuke Fujimoto, Kojiro Hayashi, Risa Katayama, Sehyung Lee, ... Shin Ishii

Multi-agent based optimal equilibrium selection with resilience constraints for traffic flow
Ping Liu, Iakov Korovin, Sergey Gorbachev, Nadezhda Gorbacheva, Jinde Cao

A novel data-driven visualization of -dimensional feasible region using interpretable self-organizing maps (iSOM)
Deepak Nagar, Kiran Pannerselvam, Palaniappan Ramu

Neurodynamic approaches for sparse recovery problem with linear inequality constraints
Jiao Yang, Xing He, Tingwen Huang

Fast 2-step regularization on style optimization for real face morphing
Cheng Yu, Wenmin Wang, Honglei Li, Roberto Bugiolacchi

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