You are here

Event Details

MP Associates, Inc.
MONDAY October 14, 3:30pm - 5:00pm | KC 914
EVENT TYPE: REGULAR SESSION
SESSION CO3B
Embedded Machine Learning
Chair:
Janardhan Doppa - Washington State Univ.
Co-Chair:
Sai Manoj Pudukotai Dinakarrao - George Mason Univ.
-

3B.1*Achieving Super-Linear Speedup across Multi-FPGA for Real-Time DNN Inference
 Speaker: Weiwen Jiang - Univ. of Pittsburgh
 Authors: Weiwen Jiang - Univ. of Pittsburgh
Edwin Sha - East China Normal Univ.
Xinyi Zhang - Univ. of Pittsburgh
Lei Yang - Chongqing Univ.
Qingfeng Zhuge - East China Normal Univ.
Yiyu Shi - Univ. of Notre dame
Jingtong Hu - Univ. of Pittsburgh
3B.2*Achieving Lossless Accuracy with Lossy Programming for Efficient Neural-Network Training on NVM-Based Systems
 Speaker: Wei-Chen Wang - Macronix International Co., Ltd.
 Authors: Wei-Chen Wang - Macronix International Co., Ltd.
Yuan-Hao Chang - Academia Sinica
Tei-Wei Kuo - National Taiwan Univ.
Chien-Chung Ho - National Chung Cheng Univ.
Yu-Ming Chang - National Taiwan Univ.
Hung-Sheng Chang - Macronix International Co., Ltd.
3B.3DWMAcc: Accelerating Shift-based CNNs with Domain Wall Memories
 Speaker: Zhengguo Chen - National Univ. of Defense Technology
 Authors: Zhengguo Chen - National Univ. of Defense Technology
Quan Deng - National Univ. of Defense Technology
Nong Xiao - Sun Yat-sen Univ.
Kirk Pruhs - Univ. of Pittsburgh
Youtao Zhang - Univ. of Pittsburgh


* Indicates Best Paper Candidate