EM-WoSExpert Systems with Applications2023227: 120279-120279A spectral-ensemble deep random vector functional link network for passive brain–computer interfaceRuilin Li, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan, Jian Cui 等 6 人被引 23阅读 6高影响力 前 10%基金开放获取认知神经科学
EM-WoSInformation Sciences2023624: 833-848A decomposition-based hybrid ensemble CNN framework for driver fatigue recognitionRuilin Li, Ruobin Gao, Ponnuthurai Nagaratnam Suganthan被引 84阅读 6高影响力 前 1%基金开放获取认知神经科学
EM-WoSExpert Systems with Applications2025294: 128734-128734Functional connectivity guided deep neural network for decoding high-level visual imageryByung-Hee Kwon, Minji Lee, Seong–Whan Lee被引 5阅读 4高影响力 前 10%基金开放获取认知神经科学金融风险与机器学习
EM-WoSInformation Sciences2026741: 123247-123247EEGFilterNet: A framework for motor imagery EEG decoding using dynamic frequency analysis and multi-scale fusionYun Song, Bin Hu, Zhi‐Hong Guan被引 2阅读 1高影响力 前 10%基金认知神经科学
EM-WoSExpert Systems with Applications2025296: 128927-128927EEG-DTIL: An EEG-based dynamic task-incremental learning method for decoding ADL-oriented motor imagery pairsYufei Yang, Mingai Li, Fubiao Huang被引 2阅读 1基金认知神经科学
EM-WoSExpert Systems with Applications2022203: 117417-117417A deep learning approach for decoding visually imagined digits and letters using time–frequency–spatial representation of EEG signalsRami Alazrai, Motaz Abuhijleh, Mostafa Z. Ali, Mohammad I. Daoud被引 16阅读 3基金认知神经科学金融风险与机器学习
EM-WoSExpert Systems with Applications2026325: 132612-132612Mirror triplet metric loss for motor imagery EEG decodingJing Luo, Hongke Zhua, Qi Mao, Xinhua Cai 等 11 人被引 1阅读 3高影响力 前 10%基金认知神经科学
EM-WoSExpert Systems with Applications2024251: 123975-123975A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decodingJun-Mo Kim, Keun-Soo Heo, Dong-Hee Shin, Hyeonyeong Nam 等 7 人被引 22阅读 1高影响力 前 10%认知神经科学
EM-WoSExpert Systems with Applications2023238: 121915-121915A Spatial Filter Temporal Graph Convolutional Network for decoding motor imagery EEG signalsXianlun Tang, Jing Zhang, Yidan Qi, Ke Liu 等 6 人被引 62阅读 2高影响力 前 10%认知神经科学
EM-WoSExpert Systems with Applications2027333: 134081Neural correlating-guided decoding via static-prototype contrastive Mamba and spatiotemporal learningJiarong Wang, Luzheng Bi, Weijie Fei, Cuntai Guan被引 0阅读 13基金认知神经科学
EM-WoSExpert Systems with Applications2026331: 133292-133292What the doodle: Sketching mental pictures with decoding brain signals, language understanding, and AI creativityGengchen Ma, Haoyu Wang, Fenghao Sun, Chen Zhan 等 9 人被引 0阅读 3基金认知神经科学
EM-WoSExpert Systems with Applications2023238: 122286-122286Improvement of motor imagery electroencephalogram decoding by iterative weighted Sparse-Group LassoBin Lu, Fuwang Wang, Shiwei Wang, Junxiang Chen 等 6 人被引 27阅读 1高影响力 前 10%基金认知神经科学
EM-WoSExpert Systems with Applications2026324: 132526-132526Domain transfer learning for multi-class EEG decoding based on lateral feature connected diffusion modelSeo‐Hyun Lee, Shin-Hye Lee, Seong–Whan Lee被引 0阅读 1基金认知神经科学
EM-WoSExpert Systems with Applications2026312: 131526-131526NeuroVision: EEG-to-image reconstruction via progressive neural encoding and cross-modal distillationTianwei Qu, Zexue Yang, Qixian Zhang被引 3阅读 2高影响力 前 10%基金认知神经科学
EM-WoSExpert Systems with Applications2026312: 131477-131477MI-DGHCL: Motor imagery EEG domain generalization via hyperbolic contrastive learningJunfu Chen, Dechang Pi, Feng Gao, Cheng Ma 等 5 人被引 5阅读 3高影响力 前 1%基金认知神经科学
EM-WoSExpert Systems with Applications2025299: 130134-130134Motor-intent decoding from synthetic EEG data using denoising diffusion probabilistic modelsMustapha Deji Dere, Ji-Hun Jo, Boreom Lee被引 3阅读 3基金认知神经科学
EM-WoSExpert Systems with Applications2024266: 126127-126127Robust sound target detection based on encoding and decoding models between sound and EEG signalsXianshan Xu, Ying Liu, Jianting Shi, Jiaqi Wang 等 7 人被引 8阅读 1基金认知神经科学
EM-WoSExpert Systems with Applications2027332: 133718A Bayesian heterogeneous graph dynamics network for cross-subject EEG decodingDingming Wu, Ying Liu, Xiaoping Jing, Shihong Liu被引 0阅读 10基金认知神经科学
EM-WoSInformation Sciences2026746: 123428-123428Robust zero-shot brain decoding via geometric inconsistency diagnosis and adaptive purificationYi Xiao, Xuyi Qiao, Yu-Xuan Zhang, Xianchuan Yu被引 0阅读 2基金开放获取认知神经科学
EM-WoSExpert Systems with Applications2026309: 131186-131186A time domain compound attention neural network for direction perception with vestibular model verificationYixin Liu, Zhihao Zhang, Lingling Wang, Li Fu 等 5 人被引 0阅读 3基金认知神经科学
