Wachirawit Ponghiran

According to our database, Wachirawit Ponghiran authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unlocking the Potential of Spiking Neural Networks: Understanding the What, Why, and Where.

Buddhi Wickramasinghe, Sayeed Shafayet Chowdhury, Adarsh Kumar Kosta, Wachirawit Ponghiran, Kaushik Roy

IEEE Trans. Cogn. Dev. Syst., October, 2024

2023

FEDORA: Flying Event Dataset fOr Reactive behAvior.

Amogh Joshi, Adarsh Kosta, Wachirawit Ponghiran, Manish Nagaraj, Kaushik Roy

CoRR, 2023

Low-Power Real-Time Sequential Processing with Spiking Neural Networks.

Chamika Mihiranga Liyanagedera, Manish Nagaraj, Wachirawit Ponghiran, Kaushik Roy

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Event-based Temporally Dense Optical Flow Estimation with Sequential Learning.

Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks.

Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy

CoRR, 2022

Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning.

Wachirawit Ponghiran, Kaushik Roy

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices.

Wachirawit Ponghiran, Kaushik Roy

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2019

Reinforcement Learning with Low-Complexity Liquid State Machines.

Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy

CoRR, 2019

A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks.

Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy

Proceedings of the International Joint Conference on Neural Networks, 2019

2017

Clock tree optimization through selective airgap insertion.

Daijoon Hyun, Wachirawit Ponghiran, Youngsoo Shin

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Cut mask optimization for multi-patterning directed self-assembly lithography.

Wachirawit Ponghiran, Seongbo Shim, Youngsoo Shin

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017