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Session

Research Manuscript: Let There Be Light: Emerging Technology for Intelligent Systems
Session Chair
Yingyan Lin
Rice University
Event TypeResearch Manuscript
Virtual Programs
Presented In-Person
Keywords
AI/ML System Design
Topics
Design
TimeThursday, December 9th1:30pm - 2:40pm PST
Location3014
DescriptionModern artificial intelligence (AI) methods have high computing and memory costs. This session focuses on the use of emerging technologies, from silicon photonics to in-memory computing, to mitigate these costs and move us towards more efficient hardware implementations for AI.
Presentations
1:30pm - 1:53pm PSTTowards Resilient Deployment of In-Memory Neural Networks with High Throughput
Authors
Baogang Zhang
Rickard Ewetz
1:53pm - 2:16pm PSTCrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator
Authors
Febin Sunny
Asif Mirza
Mahdi Nikdast
Sudeep Pasricha
2:16pm - 2:40pm PSTLow-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks
Authors
Thai Hoang Nguyen
Muhammad Imran
Jaehyuk Choi
Joon-Sung Yang