<aside> 👦🏻 Personal: Male | Han Chinese | Born in August 2003 in Henan Province, China 🇨🇳  472000

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Institute: 🇨🇳 Huazhong University of Science and Technology (Undergraduate) | 🇺🇸 University of California, Santa Barbara (Graduate Academic Preparation Program)

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<aside> 🛖 Address: 1037 Luoyu Road, Wuhan, Hubei 🇨🇳 430074 (HUST, Past) | 6706 Abrego Road, Goleta, California 🇺🇸 93117 (UCSB, Now)

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<aside> 📧 Contact: [email protected] , [email protected], [email protected]

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Contents

Research Interests

“I firmly believe that human brain is the most sophisticated and ingenious circuit ever created, and we can design circuits and architectures inspired by it.”

• Neuromorphic Computing
• Digital Compute-in-Memory Architecture
• Artificial Intelligence / Machine Learning Hardware Accelerator (AI Chip)
• Integrated Circuit and System Design, System-on-Chip
• IC Design for Biomedical Applications / Bioelectronics
• Programmable Logic (FPGA), Reconfigurable Architecture

Education

University of California, Santa Barbara (UCSB) ——California, United States

Graduate Academic Preparation Program                     Sept 2024 - Present (Graduation Date: June 2025)

• Take six graduate courses in the field of Electrical and Computer Engineering in three semesters (including Tensor Computation for Machine Learning and Big Data, Imaging Systems, to be continued)
• Join Prof. Zheng Zhang’s lab to participate in research projects, now working on developing a Tensor-based Hardware-Efficient On-device Training Framework using In-BRAM computation on FPGAs.
• Courses (Grade)：

Tensor Computation for Machine Learning (A)

Neurally Inspired Computing Systems (A)

Uncertainty Quantification and Scientific ML (ongoing)

Imaging System (A-)

Robustness in Machine Learning (A)

Machine Learning for Bio-images (ongoing)

Huazhong University of Science and Technology (HUST) ——Hubei, China

Bachelor of Science and Engineering                              Sept 2021 - Present (Graduation Date: June 2025)

Major in Integrated Circuit and System (Electrical and Computer Engineering)

Enroll in Innovation Honor-class of School of Optical and Electrical Information (OEI)

• Overall GPA: 92.5/100 (WES: 3.93/4), ranking 2/33 in Innovation Honor-class.

• Transcript available at here:

  JiatongGuo-Transcript-HUST-WES.pdf

• Core Courses:

Fundamentals of Digital Integrated Circuit

Analog Integrated Circuit Design

Principles of Computer Organization

Digital Signal Processing

Digital Logic and System Design

Single Chip Microcomputer

Processor Architecture

Embedded System Design

Semiconductor Physics