Session

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Research Manuscript: Faster and Stronger: AI Acceleration and Resilience

Session Chair

George Mason University

Event TypeResearch Manuscript

Keywords

Topics

TimeTuesday, July 12th1:30pm - 3:00pm PDT

Location3005, Level 3

Presentations

1:30pm - 1:52pm PDT	Accelerating and Pruning CNNs for Semantic Segmentation on FPGA Authors Pierpaolo Mori Manoj Rohit Vemparala Nael Fasfous SAPTARSHI MITRA Sreetama Sarkar Alexander Frickenstein Lukas Frickenstein Domenik Helms Naveen Shankar Nagaraja Walter Stechele Claudio Passerone
1:52pm - 2:15pm PDT	SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors Authors Rachmad Vidya Wicaksana Putra Muhammad Abdullah Hanif Muhammad Shafique
2:15pm - 2:37pm PDT	A Joint Management Middleware to Improve Training Performance of Deep Recommendation Systems with SSDs Authors Chun-Feng Wu Carole-Jean Wu Gu-Yeon Wei David Brooks
2:37pm - 3:00pm PDT	The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices Authors Yi Sheng Junhuan Yang Yawen Wu Kevin Mao Yiyu Shi Jingtong Hu Weiwen Jiang Lei Yang