Wachirawit Ponghiran

16 papers A* 2A 3B 1C 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks.
Trans. Mach. Learn. Res.
Prajna G. Malettira, Shubham Negi, Wachirawit Ponghiran, Kaushik Roy
2024 A conf
FEDORA: A Flying Event Dataset fOr Reactive behAvior.
IROS
Amogh Joshi, Wachirawit Ponghiran, Adarsh Kosta, Manish Nagaraj, Kaushik Roy
2024 J jnl
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks.
CoRR
Prajna G. Malettira, Shubham Negi, Wachirawit Ponghiran, Kaushik Roy
2024 J jnl
Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where.
IEEE Trans. Cogn. Dev. Syst.
Buddhi Wickramasinghe, Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Wachirawit Ponghiran, Kaushik Roy
2023 A* conf
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning.
ICCV
Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy
2023 J jnl
FEDORA: Flying Event Dataset fOr Reactive behAvior.
CoRR
Amogh Joshi, Adarsh Kosta, Wachirawit Ponghiran, Manish Nagaraj, Kaushik Roy
2023 C conf
Low-Power Real-Time Sequential Processing with Spiking Neural Networks.
ISCAS
Chamika Mihiranga Liyanagedera, Manish Nagaraj, Wachirawit Ponghiran, Kaushik Roy
2022 J jnl
Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks.
CoRR
Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy
2022 A* conf
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning.
AAAI
Wachirawit Ponghiran, Kaushik Roy
2021 A conf
Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices.
DATE
Wachirawit Ponghiran, Kaushik Roy
2021 J jnl
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning.
CoRR
Wachirawit Ponghiran, Kaushik Roy
2019 B conf
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
IJCNN
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
2019 J jnl
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.
CoRR
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
2019 J jnl
Reinforcement Learning with Low-Complexity Liquid State Machines.
CoRR
Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy
2017 — conf
Clock tree optimization through selective airgap insertion.
ISQED
Daijoon Hyun, Wachirawit Ponghiran, Youngsoo Shin
2017 A conf
Cut mask optimization for multi-patterning directed self-assembly lithography.
DATE
Wachirawit Ponghiran, Seongbo Shim, Youngsoo Shin