Original ResearchPublished 6 October 2026DeformDANet: morphology-aware detection with population estimation for shrimp post-larvae in dense aquaculture imagerySugunapriya A · Markkandan SFrontiers in Marine Sciencedoi 10.3389/fmars.2026.1965583
Original ResearchPublished 21 September 2026Locality and weight sharing shape Hebbian principal-component learning in biologically constrained visual modelsPatrick Inoue · Florian Röhrbein · Andreas KnoblauchFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1943064
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 1 September 2026TF-Mamba-DPHNet: a time-frequency state-space and dual-path interaction framework with hybrid cross-scale feature calibration for speech enhancementShaik AreefaBegam · Sunnydayal VanambathinaFrontiers in Signal Processingdoi 10.3389/frsip.2026.1911510
Original ResearchPublished 13 May 2026Multi-scale pyramid spatial atrous channel attention enhanced ResNet50V2 for explainable pulmonary fibrosis diagnosisK. Mahapackialakshmi · G. JaffinoFrontiers in Signal Processingdoi 10.3389/frsip.2026.1787092
Brief Research ReportPublished 3 March 2026Absence of local retinotopy in the mouse optic tractMatteo Tripodi · Hiroki AsariFrontiers in Neural Circuitsdoi 10.3389/fncir.2026.1782196
