News

  • May 2022

Zhong, together with Prof. Daniele Ielmini from Polimi (Italy), were invited to write a Tutorial for IEEE TCAS-II. The paper is on line now:

Invited Tutorial: Analog Matrix Computing with Crosspoint Resistive Memory Arrays 

  • Apr. 2022

Zhong was invited to present a talk at VLSI-TSA 2022. The proceeding is as follows:

Analog Matrix Computing with Resistive Memory: Circuits and Theory 

  • Nov. 2021

One paper co-authored by Zhong and researchers from Polimi (Italy) is online in IEEE TCAS-I:

A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors

Shiqing Wang's first first-author paper is online in IEEE TCAS-I:

Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays

Congratulations to Shiqing for the nice work!

Both papers will be included in the Special Issue for 50th Birthday of Memristor.

  • Sep. 2021

Zhong was invited to attend the IFFS Conference on Electronic Science and Technology which was organized by University of Electronic Science and Technology of China. Zhong reported on "Analog matrix computing with crosspoint resistive memory arrays", and chaired one of the sessions "In-memory computing and neuromorphic computing".

  • Jul. 2021

Two papers co-authored by Zhong and researchers from Polimi (Italy), HP Labs (USA), HKU and Peter Grünberg Institute (Germany) are online in IEEE TED:

Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques

Redundancy and Analog Slicing for Precise In-Memory Machine Learning--Part II: Applications and Benchmark

  • Jul. 2021

Zhong was invited to attend the 23rd National Semiconductor Physics Conference (SPC 2021), presenting the topic of "Time complexity of in-memory analog computing".

  • Apr. 2021

Yubiao Luo (Peking Univ.) joined the group. Welcome on board!

  • Mar. 2021

A new paper co-authored by Zhong and Prof. Ru Huang is online in IEEE TCAS-II:

Time Complexity of In Memory Matrix-Vector Multiplication

  • Dec. 2020

Chengjin Wang (Nankai Univ.) and Yuheng Liu (Peking Univ.) joined the group. Welcome on board!

  • Nov. 2020

Xiaomin Xiao (Peking Univ.) joined the group. Welcome on board!

  • Oct. 2020

Zhong was invited to give a talk at the 2020 Beijing Brain Conference (Sub-Forum: Brain-inspired Computing Technology).

  • Jul. 2020

Shiqing Wang (Nanjing Univ.) joined the group. Welcome on board! Shiqing will be admitted as a PhD student at Peking University in the fall semester of 2021.

  • May 2020

A new paper is online in Advanced Intelligent Systems:

In-Memory Eigenvector Computation in Time O(1)

  • May 2020

A new paper is online in IEEE T-ED:

Time Complexity of In-Memory Solution of Linear Systems

  • Apr. 2020

A new paper is online in IEEE T-ED Special Issue:

In-Memory PageRank Accelerator With a Cross-Point Array of Resistive Memories

  • Feb. 2020

A blog about our work:

AI Is an Energy-Guzzler. We Need to Re-Think Its Design, and Soon

Related article:

One-step regression and classification with cross-point resistive memory arrays

  • Feb. 2020

Two medium coverages about our work:

Artificial intelligence is becoming sustainable

Can We Make AI Sustainable?

  • Jan. 2020

A new paper is online in Science Advances:

One-step regression and classification with cross-point resistive memory arrays