Connectionists: NEURAL NETWORKS, Oct. 2022

[Wang, Deliang]

Neural Networks - Volume 154, October 2022
https://www.journals.elsevier.com/neural-networks


Multimodal neural networks better explain multivoxel patterns in the hippocampus
Bhavin Choksi, Milad Mozafari, Rufin VanRullen, Leila Reddy

Event stream learning using spatio-temporal event surface
Junfei Dong, Runhao Jiang, Rong Xiao, Rui Yan, Huajin Tang

Reward prediction errors, not sensory prediction errors, play a major role in model selection in human reinforcement learning
Yihao Wu, Masahiko Morita, Jun Izawa

QMEDNet: A quaternion-based multi-order differential encoder-decoder model for 3D human motion prediction
Wenming Cao, Shuangshuang Li, Jianqi Zhong

Brain-inspired meta-reinforcement learning cognitive control in conflictual inhibition decision-making task for artificial agents
Federica Robertazzi, Matteo Vissani, Guido Schillaci, Egidio Falotico

Estimating heading from optic flow: Comparing deep learning network and human performance
Natalie Maus, Oliver W. Layton

How does the brain represent the semantic content of an image?
Huawei Xu, Ming Liu, Delong Zhang

Deep reinforcement learning guided graph neural networks for brain network analysis
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, ... Lifang He

Distributed optimized dynamic event-triggered control for unknown heterogeneous nonlinear MASs with input-constrained
Lina Xia, Qing Li, Ruizhuo Song, Shuzhi Sam Ge

Active learning of causal structures with deep reinforcement learning
Amir Amirinezhad, Saber Salehkaleybar, Matin Hashemi

Periodic event-triggered adaptive tracking control design for nonlinear discrete-time systems via reinforcement learning
Fanghua Tang, Ben Niu, Guangdeng Zong, Xudong Zhao, Ning Xu

BackEISNN: A deep spiking neural network with adaptive self-feedback and balanced excitatory-inhibitory neurons
Dongcheng Zhao, Yi Zeng, Yang Li

AdjointBackMap: Reconstructing effective decision hypersurfaces from CNN layers using adjoint operators
Qing Wan, Yoonsuck Choe

Novel optimal trajectory tracking for nonlinear affine systems with an advanced critic learning structure
Ding Wang, Huiling Zhao, Mingming Zhao, Jin Ren

A multi-birth metric learning framework based on binary constraints
QiangQiang Ren, Chao Yuan, Yifeng Zhao, Liming Yang

Subgraph-aware graph structure revision for spatial-temporal graph modeling
Yuhu Wang, Chunxia Zhang, Shiming Xiang, Chunhong Pan

Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering
Siyuan Peng, Zhijing Yang, Feiping Nie, Badong Chen, Zhiping Lin

Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy
Alex Lamb, Vikas Verma, Kenji Kawaguchi, Alexander Matyasko, ... Yoshua Bengio

MRGAT: Multi-Relational Graph Attention Network for knowledge graph completion
Guoquan Dai, Xizhao Wang, Xiaoying Zou, Chao Liu, Si Cen

Breaking CAPTCHA with Capsule Networks
Ionela Georgiana Mocanu, Zhenxu Yang, Vaishak Belle

Context-guided entropy minimization for semi-supervised domain adaptation
Ning Ma, Jiajun Bu, Lixian Lu, Jun Wen, ... Xifeng Yan

Relational local electroencephalography representations for sleep scoring
Georg Brandmayr, Manfred Hartmann, Franz Fuerbass, Gerald Matz, ... Georg Dorffner

Attention-based random forest and contamination model
Lev V. Utkin, Andrei V. Konstantinov

Return of the normal distribution: Flexible deep continual learning with variational auto-encoders
Yongwon Hong, Martin Mundt, Sungho Park, Yungjung Uh, Hyeran Byun

Using source data to aid and build variational state-space autoencoders with sparse target data for process monitoring
Yi Shan Lee, Junghui Chen

Multivariate time-series classification with hierarchical variational graph pooling
Ziheng Duan, Haoyan Xu, Yueyang Wang, Yida Huang, ... Wei Wang

A portable clustering algorithm based on compact neighbors for face tagging
Shenfei Pei, Yuze Zhang, Rong Wang, Feiping Nie

Federated learning with workload-aware client scheduling in heterogeneous systems
Li Li, Duo Liu, Moming Duan, Yu Zhang, ... Chengliang Wang

Neural extraction of multiscale essential structure for network dismantling
Qingxia Liu, Bang Wang

Simultaneous neural network approximation for smooth functions
Sean Hon, Haizhao Yang

Finite-time stability of state-dependent delayed systems and application to coupled neural networks
Xinyi He, Xiaodi Li, Shiji Song

Two-level group convolution
Youngkyu Lee, Jongho Park, Chang-Ock Lee

SLIDE: A surrogate fairness constraint to ensure fairness consistency
Kunwoong Kim, Ilsang Ohn, Sara Kim, Yongdai Kim

Mean-square stabilization of impulsive neural networks with mixed delays by non-fragile feedback involving random uncertainties
Xiaoyu Zhang, Chuandong Li, Hongfei Li, Zhengran Cao

Extended analysis on the global Mittag-Leffler synchronization problem for fractional-order octonion-valued BAM neural networks
Jianying Xiao, Xiao Guo, Yongtao Li, Shiping Wen, ... Yiqian Tang

Compressing speaker extraction model with ultra-low precision quantization and knowledge distillation
Yating Huang, Yunzhe Hao, Jiaming Xu, Bo Xu

Reservoir computing with 3D nanowire networks
R.K. Daniels, J.B. Mallinson, Z.E. Heywood, P.J. Bones, ... S.A. Brown

Face image-sketch synthesis via generative adversarial fusion
Jianyuan Sun, Hongchuan Yu, Jian J. Zhang, Junyu Dong, ... Guoqiang Zhong

Sparse signal reconstruction via collaborative neurodynamic optimization
Hangjun Che, Jun Wang, Andrzej Cichocki

PDE-READ: Human-readable partial differential equation discovery using deep learning
Robert Stephany, Christopher Earls

Latent neighborhood-based heterogeneous graph representation
Yang Xiao, Pei Quan, MingLong Lei, Lingfeng Niu

Predictions on multi-class terminal ballistics datasets using conditional Generative Adversarial Networks
S. Thompson, F. Teixeira-Dias, M. Paulino, A. Hamilton

Heterogeneous Pseudo-Supervised Learning for Few-shot Person Re-Identification
Jing Zhao, Long Lan, Da Huang, Jing Ren, Wenjing Yang

Physics guided neural networks for modelling of non-linear dynamics
Haakon Robinson, Suraj Pawar, Adil Rasheed, Omer San

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