A comprehensive analysis on adversarial robustness of spiking neural networks S Sharmin, P Panda, SS Sarwar, C Lee, W Ponghiran, K Roy 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 66 | 2019 |
Spiking neural networks with improved inherent recurrence dynamics for sequential learning W Ponghiran, K Roy Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8001-8008, 2022 | 40 | 2022 |
Reinforcement learning with low-complexity liquid state machines W Ponghiran, G Srinivasan, K Roy Frontiers in Neuroscience 13, 465263, 2019 | 17 | 2019 |
Hybrid analog-spiking long short-term memory for energy efficient computing on edge devices W Ponghiran, K Roy 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 581-586, 2021 | 9 | 2021 |
Cut mask optimization for multi-patterning directed self-assembly lithography W Ponghiran, S Shim, Y Shin Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 4 | 2017 |
Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where B Wickramasinghe, SS Chowdhury, AK Kosta, W Ponghiran, K Roy IEEE Transactions on Cognitive and Developmental Systems, 2023 | 3 | 2023 |
Event-based temporally dense optical flow estimation with sequential neural networks W Ponghiran, CM Liyanagedera, K Roy arXiv preprint arXiv:2210.01244, 2022 | 3 | 2022 |
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning W Ponghiran, CM Liyanagedera, K Roy Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
FEDORA: Flying Event Dataset fOr Reactive behAvior A Joshi, A Kosta, W Ponghiran, M Nagaraj, K Roy arXiv preprint arXiv:2305.14392, 2023 | | 2023 |
Low-Power Real-Time Sequential Processing with Spiking Neural Networks CM Liyanagedera, M Nagaraj, W Ponghiran, K Roy 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | | 2023 |
Fast and Energy-Efficient Computing with Spiking Neural Networks W Ponghiran Purdue University Graduate School, 2023 | | 2023 |
Clock tree optimization through selective airgap insertion D Hyun, W Ponghiran, Y Shin 2017 18th International Symposium on Quality Electronic Design (ISQED), 203-208, 2017 | | 2017 |
Cut redistribution for MP-DSAL with consideration of GP density W Ponghiran 한국과학기술원, 2017 | | 2017 |