Ponghiran, Wachirawit

1. A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
   2019/05/07 by Sharmin, Saima, Panda, Priyadarshini, Sarwar, Syed Shakib +3 · 5 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning
   2021/09/04 by Wachirawit Ponghiran, Kaushik Roy, Ponghiran, Wachirawit +1 · 3 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
3. Reinforcement Learning with Low-Complexity Liquid State Machines
   2019/06/04 by Ponghiran, Wachirawit, Srinivasan, Gopalakrishnan, Roy, Kaushik · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Event-based Temporally Dense Optical Flow Estimation with Sequential Learning
   2022/10/03 by Ponghiran, Wachirawit, Liyanagedera, Chamika Mihiranga, Roy, Kaushik · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks
   2024/11/22 by Malettira, Prajna G., Negi, Shubham, Ponghiran, Wachirawit +1 · 1 citation
   #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)