Wachirawit Ponghiran

Researcher, International Business Machines

Joined

March 2023

Names

Wachirawit Ponghiran (Preferred)

Emails

****@purdue.edu (Confirmed)

,

****@outlook.com (Confirmed)

,

****@ibm.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

International Business Machines (ibm.com)

2023 – Present

PhD student

Purdue University (purdue.edu)

2017 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2023

Expertise

Spiking Neural Networks

2017 – Present

Energy-Efficient Computing

2017 – Present

Publications

TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks
Prajna G. Malettira, Shubham Negi, Wachirawit Ponghiran, Kaushik Roy
- Accepted by TMLR
- Readers: Everyone
Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks
Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- CoRR 2022
- Readers: Everyone
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
Wachirawit Ponghiran, Kaushik Roy
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- AAAI 2022
- Readers: Everyone
Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices
Wachirawit Ponghiran, Kaushik Roy
- Published: 01 Jan 2021, Last Modified: 05 May 2023
- DATE 2021
- Readers: Everyone
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
Wachirawit Ponghiran, Kaushik Roy
- Published: 01 Jan 2021, Last Modified: 05 May 2023
- CoRR 2021
- Readers: Everyone
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
- 2019 (modified: 10 Nov 2022)
- IJCNN 2019
- Readers: Everyone
A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
Saima Sharmin, Priyadarshini Panda, Syed Shakib Sarwar, Chankyu Lee, Wachirawit Ponghiran, Kaushik Roy
- 2019 (modified: 10 Nov 2022)
- CoRR 2019
- Readers: Everyone
Reinforcement Learning with Low-Complexity Liquid State Machines
Wachirawit Ponghiran, Gopalakrishnan Srinivasan, Kaushik Roy
- Published: 01 Jan 2019, Last Modified: 05 May 2023
- CoRR 2019
- Readers: Everyone
Clock tree optimization through selective airgap insertion
Daijoon Hyun, Wachirawit Ponghiran, Youngsoo Shin
- Published: 01 Jan 2017, Last Modified: 05 May 2023
- ISQED 2017
- Readers: Everyone
Cut mask optimization for multi-patterning directed self-assembly lithography
Wachirawit Ponghiran, Seongbo Shim, Youngsoo Shin
- Published: 01 Jan 2017, Last Modified: 05 May 2023
- DATE 2017
- Readers: Everyone

Co-Authors