2026. Design and Implementation of a Lightweight CNN-Based Face Recognition Attendance System on FPGA. Malaysian Journal of Science and Advanced Technology. 6, S2 (Oct. 2026), 42–53. DOI:https://doi.org/10.56532/mjsat.v6iS2.814.