Application Specific Architecture for Hardware Accelerating HOG-SVM to Achieve High Throughput on HD Frames. - Piyumal Ranawaka; Mongkol Ekpanyapong; Adriano Tavares; Jorge Cabral 001; Krit Athikulwongse; Vitor Alberto Silva (ASAP, 2019)

High Performance Application Specific Stream Architecture for Hardware Acceleration of HOG-SVM on FPGA. - Piyumal Ranawaka; Mongkol Ekpanyapong; Adriano Tavares; Mathew Dailey; Krit Athikulwongse; Vitor Alberto Silva (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

DNNOPT: A Framework for Efficiently Selecting On-chip Memory Loop Optimizations of DNN Accelerators. - Piyumal Ranawaka; Muhammad Waqar Azhar; Per Stenström (CF, 2024)

BATCH-DNN: Adaptive and Dynamic Batching for Multi-DNN Accelerators. - Piyumal Ranawaka; Per Stenström (Euro-Par (2), 2025)