Who I am

Tomomasa received his B.S. and M.E. in system engineering from Aoyama Gakuin University, Tokyo, Japan. He is currently pursuing a PhD in the laboratory of Angela Wang Bo at Singapore University of Technology and Design (SUTD), Upper Changi, Singapore. Tomomasa won SUTD PhD Fellowship. His research areas are artificial and augmented intelligence and networked and autonomous systems. During his M.E., He received the Best Student Paper Award from the 8th IIAE International Conference on Industrial Application Engineering.

Research Interest

My interest is network architecture search, AI accelerator (processor), design space exploration (DSE) tool, and AI healthcare

  • NAS

  • Accelerator

  • DSE Tool

  • Healthcare

Publication

AI Accelerator & Simulator

LAXOR: A Bit-Accurate BNN Accelerator with Latch-XOR Logic for Local Computing

2023 IEEE/ACM International Symposium on Low Power Electronics and Design
Aug. 2023

AI Healthcare

Model of urine accumulation in the bladder and method for predicting unconstrained urine volume based on absorption spectrum of urine

IEEE Access
Apr. 2020

Estimation of Urinary Accumulation Model Parameters Based on Absorption Spectrum and Method of Predicting Urinary Volume in the Bladder for a Multi-task Gaussian Process

59th Annual Conference of the Society of Instrument and Control Engineering
Sep. 2020

Human Motion Analysis

Classification System for Golf Ball Initial Conditions using CNN Based on High-Time-Resolution Images

8th International Conference on Industrial Application Engineering
Mar. 2020

Education

Singapore University of Technology and Design

PhD
Singapore 🇸🇬
Sep. 2021 - Present

Aoyama Gakuin University

Master of Engineering
Japan 🇯🇵
Apr. 2019 - Mar. 2021

Aoyama Gakuin University

Bachelor of Engineering
Japan 🇯🇵
Apr. 2015 - Mar. 2019

Experience

AI Accelerator & Simulator

Institure of High Performance Computing, Astar

Singapore 🇸🇬
Oct. 2022 - Present

AI Application

AI Dynamics Inc.

United States 🇺🇸
Aug. 2021 - Mar. 2022

AI Healthcare

Maris Creative Design Inc.

Japan 🇯🇵
Feb. 2020 - Jul. 2021

Award

Best Paper Award

2023 IEEE/ACM International Symposium on Low Power Electronics and Design
Aug. 2023

Graduate Student Service Award

Singapore University of Technology and Design
Jun. 2023

Start-up Kyocera Award

Sony Startup Switch 2021
Nov. 2021

Ministry of Education PhD Fellowship

Singapore Ministry of Education (MOE)
Sep. 2021

Best Student Paper Award

The Institute of Industrial Applications Engineers
Jan. 2020

CV/Resume

Click to download my CV

Click here

News

Oct. 1 2023

I've been nominated by Global Young Scientist Summit 2024 as a participant

Aug. 7 2023

My paper titled "LAXOR: A BIT-ACCURATE BNN ACCELERATOR WITH LATCH-XOR LOGIC FOR LOCAL COMPUTING" won the best paper award from the 2023 IEEE/ACM International Symposium on Low Power Electronics and Design

Jul. 12 2023

Passed the Qualifying Exam for my Ph.D. candidacy.

Jul. 11 2023

I've been nominated by Singapore University of Technology and Design to participate in 2024 Global Young Scientists Summit (GYSS).

May. 16 2023

My paper titled "LAXOR: A Bit-Accurate BNN Accelerator with Latch-XOR Logic for Local Computing" has been accepted for presentation at the 2023 International Symposium on Low Power Electronics and Design (ISLPED 2023), Vienna, Austria, August 2023.

Feb. 7 2023

I attended AAAI 2023.