Original ResearchPublished 1 October 2026MEMOIR-VLM—a multimodal vision-language model for Alzheimer's disease classification and question answeringSohail Haresh Gidwani · Tamoghna Chattopadhyay · Sophia I. Thomopoulos · Paul M. ThompsonFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1902258
Original ResearchPublished 16 September 2026PDSA-DBUNet: dual-branch U-Net for abdominal medical image segmentation driven by polynomial dynamic sparse attentionJiatong Shang · Guolin He · Xuyang LiFrontiers in Signal Processingdoi 10.3389/frsip.2026.1904505
Original ResearchPublished 12 August 2026EEG-fNIRS self-supervised emotion recognition method based on dual-stream Siamese networkYuGuo Wang · Honglin Wang · Ze Wang · Yan WuFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1894506
Original ResearchPublished 22 July 2026Subject-independent gait activity recognition using DSAF: dual-stream IMU-EMG attention fusion with asymmetric temporal encoding and physiological complementarity weightingZhangyue Xu · Yan Zhu · Shurui LiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1901746
Original ResearchPublished 30 June 2026SOE-YOLO: towards efficient and accurate small object detection in optical remote sensing imageryYimo Peng · Xiangyu GeFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1869435
Original ResearchPublished 3 June 2026Research on embodied agent multimodal perception and real-time path planning algorithms for complex unstructured environmentsHexuan RenFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1846108
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
