Original ResearchPublished 1 October 2026Design of real-time safety behavior monitoring and violation identification system for construction sites combining YOLOv8-Seg and DeepSORTZhao Huang · Na Geng · Lai WeiFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1897663
Original ResearchPublished 29 September 2026Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detectionMetta Manikanta Karthikeya Reddy · Cherukuri Krishna Lathvik · Arumuga Arun R · Karthik KFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1938284
Original ResearchPublished 21 August 2026Seismic phase picking of coal mine microseismic data based on lightweight CNNHaichen Yin · Xiufeng Zhang · Atao Li · Wei Zhu · Yuhua Hou · Yang Chen · Caiping LuFrontiers in Signal Processingdoi 10.3389/frsip.2026.1884114
Original ResearchPublished 12 August 2026Impact of quantization on various CNN architectures for bone fracture detectionSushil Krishnan · Yokesh Babu SundaresanFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1892595
Original ResearchPublished 21 July 2026Enhancing BNN storage and performance requirements via efficient quantization and variable encodingMarc Ordoñez · Franyell Silfa · Antonio GonzálezFrontiers in High Performance Computingdoi 10.3389/fhpcp.2026.1853655
Original ResearchPublished 8 June 2026EQISP: efficient quantized image signal processing with multi-scale pyramid fusion for resource constrained embodied perceptionTongxin Yang · Ling Guo · Jie Li · Qi Qin · Bowen Liu · Qian ZhangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1866481
Original ResearchPublished 4 June 2026SWEET: serving workload-balanced end-to-end efficient and tailored edge inference via quantization and partitioningXiangchen Li · Saeid Ghafouri · Hans Vandierendonck · Deepu John · Dimitrios S. NikolopoulosFrontiers in Complex Systemsdoi 10.3389/fcpxs.2026.1801157
Mini ReviewPublished 7 April 2026Introduction to quantum mechanics for applications in quantum biology: the case of the avian compassFernando Parisio · Daniel Felinto · Matheus Cândia Araña · Pedro H. Alvarez · Marcelo Victor Pires de SousaFrontiers in Photonicsdoi 10.3389/fphot.2026.1732689
Original ResearchPublished 17 February 2026Fairness optimization in RIS-FAS NOMA networks under practical impairmentsLeila Tlebaldiyeva · Galymzhan Nauryzbayev · Aigerim Dairanbek · Sultangali ArzykulovFrontiers in Communications and Networksdoi 10.3389/frcmn.2026.1756675
ElectronicsPublished 3 July 2025Quantized convolutional neural networks: a hardware perspectiveLi Zhang · Olga Krestinskaya · Mohammed E. Fouda · Ahmed M. Eltawil · Khaled Nabil SalamaFrontiers in Electronicsdoi 10.3389/felec.2025.1469802
Advanced Optical TechnologiesPublished 7 January 2025Pruning and optimization of optical neural network as a binary optical triggerBokun Zhao · Xuening Dong · Kaveh Rahbardar Mojaver · Brett H. Meyer · Odile Liboiron-LadouceurAdvanced Optical Technologiesdoi 10.3389/aot.2024.1501208
Energy EfficiencyPublished 14 November 2023Similarity preserving hashing for appliance identification based on V-I trajectoryXingqi Liu · Xuan Liu · Angang Zheng · Hao Chen · Jian DouFrontiers in Energy Efficiencydoi 10.3389/fenef.2023.1302121
