AI-hardware & Memory Application Design Lab

(AIMAD Lab)

Welcome to the AIMAD Lab! 중앙대학교 전자전기공학부 심용 교수님 연구실

Our research covers a wide range of areas, from Neuromorphic hardware to AI algorithm.

We especially focus on Neuromorphic hardware / PIM system / Algorithm-Hardware co-optimization, and leverage different types of memory devices:

1) Charge-based memory (SRAM and DRAM)

2) Resistive memory (PRAM, MRAM, and Skyrmion)

Our research area includes the following applications.

  • Neuromorphic Hardware design based on conventional and emerging memory devices

  • Research on the hardware-driven AI algorithm improvement

  • Algorithm and hardware co-optimization for neuromorphic hardware

  • Process-In-Memory (PIM) application system design based on CMOS peripheral & Memory device co-design for unconventional computing problems, such as NP-problem, boolean operation, associative memory, etc.

  • Memory interface (Read/Write/High-speed IO) design and analysis

News

Will be updated soon!