Education & Experiences
2026.08 - present, Ph.D. in Electrical and Computer Engineering, New York University (NYU)
2026.01 - 2026.07, Software Engineer, Software Engineering Group, MangoBoost
2024.05 - 2025.12, System Architect, System Solution Group, MangoBoost
2024.02, M.S, Dept. of Electronics Engineering, Seoul National University of Science and Technology
- Thesis Title: Approximate Arithmetic Circuits for Embedded Fuzzy Logic Controller"
2020.07 - 2024.02, Research Assistant, SoC Platform Lab, Seoul National University of Science and Technology
2022.02, B.S. in Electronic and Information Engineering, Seoul National University of Science and Technology
2026.01 - 2026.07, Software Engineer, Software Engineering Group, MangoBoost
2024.05 - 2025.12, System Architect, System Solution Group, MangoBoost
2024.02, M.S, Dept. of Electronics Engineering, Seoul National University of Science and Technology
- Thesis Title: Approximate Arithmetic Circuits for Embedded Fuzzy Logic Controller"
2020.07 - 2024.02, Research Assistant, SoC Platform Lab, Seoul National University of Science and Technology
2022.02, B.S. in Electronic and Information Engineering, Seoul National University of Science and Technology
Research Interests
Approximate Computing
Energy-efficient Computing
Digital System Design
Computer Programming
Energy-efficient Computing
Digital System Design
Computer Programming
Projects
- Development of real time monitoring sensor for gas pipeMinistry of Trade, Industry and Energy, Korea, 2022-2026.
- Development of DRAM PIM semiconductor technology for enhanced computing function for edgeMinistry of Science and ICT, Korea, 2022-2025.
- ECC for high-speed SCM based PIMKorea Electronics Technology Institute, Korea, 2022-2025.
- Development for Processing Software on AI Semiconductor DevicesMinistry of Science and ICT, Korea, 2022-2029.
- Developed proximity/healthcare convergence sensor SoC for TWS (True Wireless Stereo)Ministry of Trade, Industry and Energy, Korea, 2021-2023.
- Next-Generation System Semiconductor Design Engineer Development ProgramMinistry of Trade, Industry and Energy, Korea, 2021-2026.
- Embedded AI module based on neuromorphicMinistry of Trade, Industry and Energy, Korea, 2019-2021.
- Multi-core Hardware Accelerator for High-Performance Computing (HPC)Ministry of Science and ICT, Korea, 2019-2022.
- Development of lightweight SW-SoC solution for respiratory medical deviceMinistry of Trade, Industry and Engergy, 2017-2020.
Publications
International Journals
- 7 SEAM: A synergetic energy-efficient approximate multiplier for application demanding substantial computational resourcesIntegration-the VLSI Journal · Vol. 101 · No. 102337 · Mar. 2025
- 6 Lightweight and Error-Tolerant Stereo Matching with a Stochastic Computing ProcessorElectronics · Vol. 13 · No. 2024 · May 2024
- 5 Accelerating Strawberry Ripeness Classification Using a Convolution-Based Feature Extractor along with an Edge AI ProcessorJoungmin Park, Jinyoung Shin, Raehyeong Kim, Seongmo An, Sangho Lee, Jinyeol Kim, Jongwon Oh, Youngwoo Jeong, Soohee Kim, Yueri Jeong, Seung Eun LEEElectronics · Vol. 13 · No. 344 · Jan. 2024
- 4 Intelligent Monitoring System with Privacy Preservation based on Edge AIMicromachines · Vol. 14 · No. 9 · Sep. 2023
- 3 Parallel Stochastic Computing Architecture for Computationally Intensive ApplicationsElectronics · Vol. 12 · No. 7 · Apr. 2023
- 2 Photoplethysmography-Based Distance Estimation for True Wireless StereoMicromachines · Vol. 14 · No. 2 · Jan. 2023
- 1 An Edge AI Device based Intelligent Transportation SystemJournal of Information and Communication Convergence Engineering (JICCE) · Vol. 20 · No. 3 · Sep. 2022
International Conferences
- 8 The Design of Embedded Fuzzy Logic Controller for Autonomous Mobile RobotsInternational SoC Design Conference (ISOCC) · Jeju · Oct. 2023
- 7 Embedded Monitoring System for Preventing Lonely Death based on Edge AIInternational Conference on Consumer Electronics (ICCE) · Las Vegas · Jan. 2023
- 6 A Real-Time Reconfigurable AI Processor Based on FPGAInternational Conference on Consumer Electronics (ICCE) · Las Vegas · Jan. 2023
- 5 Robot-Specific Processor for Autonomous Driving1st Workshop on Robotics Acceleration with Computing Hardware (Co-located with the IEEE/ACM International Symposium on Microarchitecture) (MICRO) · Chicago · Oct. 2022
- 4 [Poster] "An Architecture for Resilient Federated Learning through Parallel RecognitionThe 31st International Conference on Parallel Architectures and Compilation Techniques (PACT) · Chicago · Oct. 2022
- 3 A Local Interconnect Network Controller for Resource-Constrained Automotive Devices40th International Conference on Consumer Electronics (ICCE) · Las Vegas · Jan. 2022
- 2 Robot-on-Chip: Computing on a Single Chip for an Autonomous RobotInternational Conference on Consumer Electronics (ICCE) · Las Vegas · Jan. 2022
- 1 Intelligent Transportation System based on an Edge AI14th International Conference on Future Information & Communication Engineering (ICFICE) · Jeju · Apr. 2022
Korean Conferences
- 6
- 5 임베디드 인공지능 프로세서에 기반한 안면 인식 시스템Korea Institute of information and Communication Engineering (한국정보통신학회 춘계종합학술대회) (KIICE) · May 2023
- 4 Library Management System based on Embedded AI AcceleratorInstitute of Semiconductor Engineers, The 5th General Conference (ISE) · Seoul · Dec. 2022
- 3 Intelligent Monitoring System for Slitary Senior Citizens with Vision-Based Security ArchitectureKorea Institute of information and Communication Engineering Spring Conference · May 2022
- 2 Design of Stand-alone AI Processor for Embedded SystemKorea Institute of information and Communication Engineering Spring Conference · May 2021
- 1
Copyrights
Copyrighted Softwares
- 5 병렬 구조를 적용한 확률 기반 연산 회로Registration No. C-2023-023359, May. 2023, Korea (right owned by SeoulTech)
- 4 지능형 모니터링 시스템을 위한 엣지 인공지능 (Edge AI)Registration No. C-2023-023358, May. 2023, Korea (right owned by SeoulTech)
- 3 자율주행 로봇을 위한 동적 장애물 회피용 가속기Registration No. C-2023-023357, May. 2023, Korea (right owned by SeoulTech)
- 2 자율주행 로봇을 위한 동적 장애물 회피 알고리즘(Algorithm)Registration No. C-2023-023356, May. 2023, Korea (right owned by SeoulTech)
- 1 번호판 인식을 위한 엣지 인공지능 (Edge AI) 사양 분석 프로그램Registration No. C-2022-049657, Dec. 2022, Korea (right owned by SeoulTech)
Chips
2022
A Vehicular Embedded Network Processor based on Cortex-M0
Kwanghyun Go, Kwonneung Cho, Soohee Kim, Youngwoo Jeong, Seung Eun LEE
- Tech
- Samsung 28nm RFCMOS(1-poly 8-metal)
- Tape-out
- 2022.07.18
- Freq
- 50M
- Core
- 2mm x 4mm
- Power
- 1.0V
Robot-Specific Processor for Autonomous Driving
Youngwoo Jeong, Yueri Jeong, Hyunwoo Oh, Kwanghyun Go, Seung Eun LEE
- Tech
- Samsung 28nm RFCMOS(1-poly 8-metal)
- Tape-out
- 2022.07.18
- Freq
- 50M
- Core
- 2mm x 4mm
- Power
- 1.0V
2021
A Programmable Embedded AI Processor with Cortex-M0
Kwonneung Cho, Youngwoo Jeong, Hyunwoo Oh, Changyeop Han, Seung Eun LEE
- Tech
- Samsung 28nm CMOS (1-poly 8-metal)
- Tape-out
- 2021.07.19
- Core
- 2mm x 4mm
- Power
- 1.2V
Chip Design Contest
- 3. "The Design of Stochastic Computing Unit for Embedded AI Processor",
Jeongeun Kim, Kwonneung Cho, Chang Yeop Han, Youngwoo Jeong, and Seung Eun Lee
20th International SoC Design Conference (ISOCC 2023), Oct. 2023. - 2. "A Vehicular Embeded Network Processor based on Cortex-M0",
Kwang Hyun Go, Soohee Kim, Kwonneung Cho, Youngwoo Jeong, and Seung Eun Lee
20th International SoC Design Conference (ISOCC 2023), Oct. 2023. - 1. "The Design of Robot-Specific Processor for Autonomous Driving",
Youngwoo Jeong, Yue Ri Jeong, Hyun Woo Oh, Kwang Hyun Go, Rae Hyeong Kim, and Seung Eun Lee
20th International SoC Design Conference (ISOCC 2023), Oct. 2023.
Presentations
- 4. "The Design of Embedded Fuzzy Logic Controller for Autonomous Mobile Robots" [view],
International SoC Design Conference (ISOCC 2023), Jeju, Korea, Oct. 2023. - 3. "Robot-Specific Processor for Autonomous Driving" [view],
1st Workshop on Robotics Acceleration with Computing Hardware (Co-located with the IEEE/ACM International Symposium on Microarchitecture (MICRO)), Chicago, USA, Oct. 2022. - 2. "Robot-on-Chip: Computing on a Single Chip for an Autonomous Robot",
International Conference on Consumer Electronics (ICCE 2022), Online, Jan. 2022. - 1. "License Plate Recognition Technology with Embedded AI for Intelligent Transportation System",
2020 Institute of Semiconductor Engineering Conference (ISE), Dec. 2020.
Awards
- 2024.02.15. The Thesis Defense at Seoul National University of Science and Technology - Excellent Thesis Award
Topic: Approximate Arithmetic Circuits for Embedded Fuzzy Logic Controller
Seoul National University of Science and Technology - 2022.10.06. The 23rd Korean Semiconductor Design Competition of Korea - Corporate (LX Semicon) Special Award
Topic: AI Processor employing Stochastic Computing for Embedded Systems
Korea Semiconductor Industry Association - 2022.02.07. 2021 The Graduation Exhibition of Electronic Engineering - Department Chair Award
Topic: Design of an Autonomous Indoor Robot for Robot-on-Chip
Korea Semiconductor Industry Association - 2021.11.22. The 22nd Korean Semiconductor Design Competition of Korea - Corporate (Silicon Mitus) Special Award
Topic: In-Vehicle Network Processor based on LIN and CAN-FD Contoller
Korea Semiconductor Industry Association
Skills
- High-level Programming Language: C, Python, Matlab
- Hardware Description Language: Verilog
- Functional Verification Tools: VCS, ModelSim, Verdi
- Circuit Entry Tool: Virtuoso Schematic Editor
- RTL Synthesis Tools: Design Compiler, Quartus II
- Equivanlence Checking Tool: Formality
- Place & Route Tool: IC Compiler II
- Physical Verification Tool: Calibre DRC
- Layout Verification Tool: Calibre LVS
- Static Timing Analysis Tool: PrimeTime
- Layout Parasitic Extraction Tools: StarRC, Calibre PEX
- Layout Tool: Virtuoso Layout Suite
- PCB Design Tools: OrCAD Pspice Designer, Allegro PCB Designer
Training
2022.11.28-11.29 Deep-Learning Processing Unit Design and Implementation, IDEC
2022.05.18-05.19 [Siemens EDA] Catapult High Level Synthesis Training to Implement/Create Verilog RTL from C/C++ algorithm design , IDEC
2021.11.01-11.05 Cell-based Design Flow Training for Samsung 28nm Technology, IDEC
2021.10.19-10.21 [Synopsys] Block-level Auto P&R using IC Compiler II, IDEC
2021.10.05 [Siemens EDA] Catapult High Level Synthesis Training to Implement/Create Verilog RTL from C/C++ algorithm design , IDEC
2021.07.05-07.16 [Infineon] Professional Training Course for Automotive Semiconductor, Korea Semiconductor Industry Association
2021.06.30-07.02 [Infineon] Basic Training Course for Automotive Semiconductor, Korea Semiconductor Industry Association
2021.05.07-05.14 Artificial Neural Network Hardware Accelerator Architecture, IDEC
2021.05.03 Hardware Acceleration for Machine Learning, IDEC
2020.08.10-08.14 Cell-Based Chip Design Flow, IDEC
2022.05.18-05.19 [Siemens EDA] Catapult High Level Synthesis Training to Implement/Create Verilog RTL from C/C++ algorithm design , IDEC
2021.11.01-11.05 Cell-based Design Flow Training for Samsung 28nm Technology, IDEC
2021.10.19-10.21 [Synopsys] Block-level Auto P&R using IC Compiler II, IDEC
2021.10.05 [Siemens EDA] Catapult High Level Synthesis Training to Implement/Create Verilog RTL from C/C++ algorithm design , IDEC
2021.07.05-07.16 [Infineon] Professional Training Course for Automotive Semiconductor, Korea Semiconductor Industry Association
2021.06.30-07.02 [Infineon] Basic Training Course for Automotive Semiconductor, Korea Semiconductor Industry Association
2021.05.07-05.14 Artificial Neural Network Hardware Accelerator Architecture, IDEC
2021.05.03 Hardware Acceleration for Machine Learning, IDEC
2020.08.10-08.14 Cell-Based Chip Design Flow, IDEC
Graduate Courses
Advanced Computer Architecture, SoC Design Methodology,
Probability and Random Process, Resilient Processor Design, Advanced Digital Signal Processing,
Advanced Artificial Intelligence Processor, Mixed-signal Circuit design, HDL Design Engineering
CMOS Circuit Design Engineering, Special Topic in Network-on-Chip
Probability and Random Process, Resilient Processor Design, Advanced Digital Signal Processing,
Advanced Artificial Intelligence Processor, Mixed-signal Circuit design, HDL Design Engineering
CMOS Circuit Design Engineering, Special Topic in Network-on-Chip
Undergraduate Courses
Computer Programming (C Programming), Engineering Mathmatics, Electrical and Electronic Experiment,
Electromagnetics, Digital Logic Circuit, Signal and Systems, Circuit Theory,
Electronic Circuits, Microprocessors, Control Systems Engineering, Digital System Design,
Microwave Engineering, Communication system, Semiconductor Engineering
Computer Architecture, Mobile Programming, Image Processing, Operating System, Internet Protocol,
Embedded System, Capstone Design (1) (2)
Electromagnetics, Digital Logic Circuit, Signal and Systems, Circuit Theory,
Electronic Circuits, Microprocessors, Control Systems Engineering, Digital System Design,
Microwave Engineering, Communication system, Semiconductor Engineering
Computer Architecture, Mobile Programming, Image Processing, Operating System, Internet Protocol,
Embedded System, Capstone Design (1) (2)