TUESDAY June 26, 1:30pm - 3:00pm | Room 3016
TOPIC AREA: DESIGN, MACHINE LEARNING/AI
KEYWORD: EMERGING ARCHITECTURES & TECHNOLOGIES, ANALOG & MIXED-SIGNAL DESIGN
EVENT TYPE: RESEARCH REVIEWED

SESSION 20
Compute-in-Memory Meets 3DIC
Chair:
James Stine - Oklahoma State Univ., Stillwater, OK
Co-Chair:
Xuan "Silvia" Zhang - Washington Univ., Saint Louis, MO
From the first paper in the session you will learn how to use SRAM arrays to create binary neural networks; the second paper shows how floating-gate memory arrays can be used to accelerate analog-style vector-matrix multiplication for machine learning; the third paper focuses on how to reduce the impact of cross-coupling in TSV-based 3DICs using coding techniques; finally, the fourth paper in the session shows how turning a 3D stack on the side to create a "loaf-of-bread" structure (unlike the more common "pancake" structure) can be used in rad-hard space applications.

20.1*Parallelizing SRAM Arrays with Customized Bit-Cell for Binary Neural Networks
 Speaker: Rui Liu - Arizona State Univ., Tempe, AZ
 Authors: Rui Liu - Arizona State Univ., Tempe, AZ
Xiaochen Peng - Arizona State Univ., Tempe, AZ
Xiaoyu Sun - Arizona State Univ., Tempe, AZ
Win-San Khwa - National Tsing Hua Univ. & Taiwan Semiconductor Manufacturing Co., Ltd., Hsinchu, Taiwan
Xin Si - National Tsing Hua Univ., Hsinchu, Taiwan
Jia-Jing Chen - National Tsing Hua Univ., Hsinchu, Taiwan
Jia-Fang Li - National Tsing Hua Univ., Hsinchu, Taiwan
Meng-Fan Chang - National Tsing Hua Univ., Hsinchu, Taiwan
Shimeng Yu - Arizona State Univ., Tempe, AZ
20.2An Ultra-Low Energy Internally Analog, Externally Digital Vector-Matrix Multiplier Circuit Based on NOR Flash Memory Technology
 Speaker: Mohammad R. Mahmoodi - Univ. of California, Santa Barbara, CA
 Authors: Mohammad R. Mahmoodi - Univ. of California, Santa Barbara, CA
Dmitri Strukov - Univ. of California, Santa Barbara, CA
20.3Coding Approach for Low-Power 3D Interconnects
 Speaker: Lennart J. Bamberg - University of Bremen, Germany
 Authors: Lennart J. Bamberg - University of Bremen, Germany
Robert Schmidt - University of Bremen, Germany
Alberto García-Ortiz - University of Bremen, Germany
20.4A Novel 3D DRAM Memory Cube Architecture for Space Applications
 Speaker: Anthony D. Agnesina - Georgia Institute of Technology, Atlanta, GA
 Authors: Anthony D. Agnesina - Georgia Institute of Technology, Atlanta, GA
Amanvir S. Sidana - Georgia Institute of Technology, Atlanta, GA
James Yamaguchi - Irvine Sensors Corporation, Costa Mesa, CA
Christian Krutzik - Irvine Sensors Corporation, Costa Mesa, CA
John Carson - Irvine Sensors Corporation, Costa Mesa, CA
Jean Yang-Scharlotta - NASA’s Jet Propulsion Lab, Pasadena, CA
Sung Kyu Lim - Georgia Institute of Technology, Atlanta, GA


* Indicates Best Paper Candidate