Shaswot Shresthamali

Multi-Objective Resource Scheduling for IoT Systems Using Reinforcement Learning

Masaaki Kondo, Hiroshi Nakamura, Shaswot Shresthamali, 2022, Journal of Low Power Electronics and Applications.

Adaptive Power Management in Solar Energy Harvesting Sensor Node Using Reinforcement Learning

Hiroshi Nakamura, Masaaki Kondo, Shaswot Shresthamali, 2017, ACM Trans. Embed. Comput. Syst..

DAISM: Digital Approximate In-SRAM Multiplier-based Accelerator for DNN Training and Inference

Masaaki Kondo, Shaswot Shresthamali, Yuan He, 2023, ArXiv.

FAWS: Fault-Aware Weight Scheduler for DNN Computations in Heterogeneous and Faulty Hardware

Masaaki Kondo, Shaswot Shresthamali, Yuan He, 2022, 2022 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom).

Quantum Circuit Fidelity Improvement with Long Short-Term Memory Networks

M. Kondo, Shaswot Shresthamali, Yikai Mao, 2023, ArXiv.