Original ResearchPublished 9 October 2026TCNNISTD: a parallel transformer–CNN network for infrared small target detectionKaiheng Dai · Qiong Song · Qian Li · Chen Cheng · Yining HuangFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1895843
Original ResearchPublished 9 October 2026A multi-class fundus disease classification framework based on self-supervised contrastive learning and dual-branch networkLili Cai · Keke Hou · Zhong Mo · Shining DingFrontiers in Medicinedoi 10.3389/fmed.2026.1932626
Original ResearchPublished 8 October 2026A two-stage method for defect detection and mechanical damage assessment in mechanically harvested tobacco leavesErdeng Ma · Hezheng Wang · Siwei Zhang · Wanxin Li · Jiahui Liu · Dong Zhao · Jian ZhaoFrontiers in Plant Sciencedoi 10.3389/fpls.2026.1956974
Original ResearchPublished 7 October 2026GSDD-net: an efficient feature extraction method for gear-surface defects in complex industrial environmentsKesheng Wang · Huawei Zhang · Tong Yang · Peng Shen · Yongxiang ZhaoFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1983450
Original ResearchPublished 16 September 2026Research on a novel distribution network line loss prediction model based on spatiotemporal feature fusion neural networkYi Ran · Yongguang Ding · Yanming Mai · Juntong Huo · Lifei Li · Yucheng Zhang · Jingna DuanFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1945909
Original ResearchPublished 11 September 2026MAFD-NET: multi-head attention dynamic sampling fusion network for power tower detection in high-resolution remote sensing imagesRui Ye · Tao Guo · Gong Chen · Chengyan He · Wei Zhang · Chun XieFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1888547
Original ResearchPublished 3 September 2026Dual-branch hierarchical fusion network for voice-based classification of type 2 diabetes mellitus using multi-vowel acoustic featuresPengxu Jiang · Wenke Zhang · Aiqin Li · Peng LiFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1908856
Original ResearchPublished 3 September 2026Adaptive large-kernel convolutional network with gaussian-modulated spatial calibration for tyre quality assessmentShanjiang Zhang · Renjing LiuFrontiers in Physicsdoi 10.3389/fphy.2026.1877279
Original ResearchPublished 1 September 2026Montage-guided fusion network for long-term scalp electroencephalography seizure detectionHongtao Yin · Xin YinFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1942480
Original ResearchPublished 21 August 2026A group brain-controlled method for UAVs using a hybrid paradigm of hand movements and visual evoked potentialsRui Li · Shikun Bian · Yaxi Deng · Xiaoqing Wei · Shiqiang Yang · Yang Liu · Jiangcheng ChenFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1858496
Original ResearchPublished 20 August 2026Enhanced mask-region-based segmentation with parallel CNN for object detection in traffic scenariosR. Kiranmai · R. DeepthaFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1888173
Original ResearchPublished 9 July 2026LiteMamba-Synth: lightweight state space models for efficient 3T-to-7T MRI translationZhengrui Zhang · Jie Dong · Haoting Yang · Zehong ChenFrontiers in Neuroanatomydoi 10.3389/fnana.2026.1886476
Original ResearchPublished 15 May 2026A context-aware transformer with weighted residual for efficient remote sensing target detectionZhongyu Li · Yimin Shen · Xiaoping Jing · Rong Wang · Di Zhou · Yangyong Guo · Wei Yu · Fei DuFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1774633
Original ResearchPublished 24 April 2026HarmoAtt-IK: an adaptive multimodal feature fusion network for real-time neural inverse kinematicsXukun Liu · Fengjuan Xie · Yu Liu · Jiaqiu SongFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1769924
ElectronicsPublished 20 December 2024Machine learning-based spatiotemporal fusion method for non-intrusive charging pile fault identificationYoujun Duan · Shi Shu · Yange Zhao · Hengfeng Mo · Haitao Wu · Chengzhi Hou · Hao TianFrontiers in Electronicsdoi 10.3389/felec.2024.1490939
