J
Jing Li
Researcher at University of Pennsylvania
Publications - 124
Citations - 2268
Jing Li is an academic researcher from University of Pennsylvania. The author has contributed to research in topics: Phase-change memory & CMOS. The author has an hindex of 25, co-authored 111 publications receiving 1823 citations. Previous affiliations of Jing Li include IBM & University of Wisconsin-Madison.
Papers
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Proceedings ArticleDOI
Improving the Performance of OpenCL-based FPGA Accelerator for Convolutional Neural Network
Jialiang Zhang,Jing Li +1 more
TL;DR: An analytical performance model is proposed and an in-depth analysis on the resource requirement of CNN classifier kernels and available resources on modern FPGAs are performed and a new kernel design is proposed to effectively address such bandwidth limitation and to provide an optimal balance between computation, on-chip, and off-chip memory access.
Journal ArticleDOI
1 Mb 0.41 µm² 2T-2R Cell Nonvolatile TCAM With Two-Bit Encoding and Clocked Self-Referenced Sensing
TL;DR: This work demonstrates the first fabricated 1 Mb nonvolatile TCAM using 2-transistor/2-resistive-storage (2T-2R) cells to achieve >10× smaller cell size than SRAM-based TCAMs at the same technology node.
Journal ArticleDOI
Design Paradigm for Robust Spin-Torque Transfer Magnetic RAM (STT MRAM) From Circuit/Architecture Perspective
TL;DR: This paper analyzed and modeled the failure probabilities of STT MRAM cells due to parameter variations and developed an efficient design paradigm from circuit and/or architecture perspective-to improve the robustness and integration density.
Proceedings ArticleDOI
Modeling of failure probability and statistical design of spin-torque transfer magnetic random access memory (STT MRAM) array for yield enhancement
TL;DR: This paper analyzed and modeled the failure probabilities of STT MRAM cells due to parameter variations and developed an efficient simulation tool to capture the coupled electro/magnetic dynamics of spintronic device, leading to effective prediction for memory yield.
Proceedings Article
1Mb 0.41 µm 2 2T-2R cell nonvolatile TCAM with two-bit encoding and clocked self-referenced sensing
Jing Li,Robert K. Montoye,Masatoshi Ishii,Kevin Stawiasz,Takeshi Nishida,Kim Maloney,Gary S. Ditlow,Scott C. Lewis,Thomas M. Maffitt,Richard C. Jordan,Leland Chang,Peilin Song +11 more
TL;DR: This work demonstrates the first fabricated nonvolatile TCAM using 2-transistor/2-resistive-storage cells to achieve >10x smaller cell size than SRAM-based TCAMs at the same technology node.