| 2024 | ISCAS | Hardware Accelerator for Feature Matching with Binary Search Tree. | Miyuru Thathsara, Siew-Kei Lam, Damith Kawshan, Duvindu Piyasena |
| 2021 | FCCM | Edge Accelerator for Lifelong Deep Learning using Streaming Linear Discriminant Analysis. | Duvindu Piyasena, Siew-Kei Lam, Meiqing Wu |
| 2021 | FPL | Accelerating Continual Learning on Edge FPGA. | Duvindu Piyasena, Siew-Kei Lam, Meiqing Wu |
| 2020 | FPL | Dynamically Growing Neural Network Architecture for Lifelong Deep Learning on the Edge. | Duvindu Piyasena, Miyuru Thathsara, Sathursan Kanagarajah, Siew Kei Lam, Meiqing Wu |
| 2019 | FPL | Reducing Dynamic Power in Streaming CNN Hardware Accelerators by Exploiting Computational Redundancies. | Duvindu Piyasena, Rukshan Wickramasinghe, Debdeep Paul, Siew-Kei Lam, Meiqing Wu |
| 2019 | MMSP | Lowering Dynamic Power of a Stream-based CNN Hardware Accelerator. | Duvindu Piyasena, Rukshan Wickramasinghe, Debdeep Paul, Siew-Kei Lam, Meiqing Wu |
| 2018 | DSD | A Novel Low-Complexity VLSI Architecture for an EEG Feature Extraction Platform. | Dakila Serasinghe, Duvindu Piyasena, Ajith Pasqual |