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Wachirawit Ponghiran
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2020 – today
- 2024
- [j1]Buddhi Wickramasinghe
, Sayeed Shafayet Chowdhury
Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where. IEEE Trans. Cogn. Dev. Syst. 16(5): 1648-1663 (2024) - 2023
- [c7]Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy:
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning. ICCV 2023: 9793-9802 - [c6]Chamika Mihiranga Liyanagedera, Manish Nagaraj
Low-Power Real-Time Sequential Processing with Spiking Neural Networks. ISCAS 2023: 1-5 - [i5]Amogh Joshi
FEDORA: Flying Event Dataset fOr Reactive behAvior. CoRR abs/2305.14392 (2023) - 2022
- [c5]Wachirawit Ponghiran, Kaushik Roy:
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning. AAAI 2022: 8001-8008 - [i4]Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy:
Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks. CoRR abs/2210.01244 (2022) - 2021
- [c4]Wachirawit Ponghiran, Kaushik Roy:
Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices. DATE 2021: 581-586 - [i3]Wachirawit Ponghiran, Kaushik Roy:
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning. CoRR abs/2109.01905 (2021)
2010 – 2019
- 2019
- [c3]Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy:
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. IJCNN 2019: 1-8 - [i2]Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy:
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks. CoRR abs/1905.02704 (2019) - [i1]Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy:
Reinforcement Learning with Low-Complexity Liquid State Machines. CoRR abs/1906.01695 (2019) - 2017
- [c2]Wachirawit Ponghiran, Seongbo Shim, Youngsoo Shin:
Cut mask optimization for multi-patterning directed self-assembly lithography. DATE 2017: 1498-1503 - [c1]Daijoon Hyun, Wachirawit Ponghiran, Youngsoo Shin:
Clock tree optimization through selective airgap insertion. ISQED 2017: 203-208
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