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Research Manuscript

: Shaping Tomorrow: Co-Designing Emerging Technologies for Computing and Beyond

Session Chairs

DescriptionThe rapid evolution of AI and computing demands innovative co-design approaches that integrate hardware, algorithms, and systems. This session explores cutting-edge research at the intersection of emerging technologies and co-design methodologies. Topics include drift-tolerant neural networks, Compute Express Link (CXL) optimization, ferroelectric and SOT-MRAM compute-in-memory architectures, monolithic 3D integration and in-sensor computing for biomedical diagnostics. By addressing challenges such as energy efficiency, scalability, and performance, these works showcase how co-design can unlock the full potential of advanced technologies for AI and other domains, paving the way for next-generation computing systems.

Event Type

Research Manuscript

TimeMonday, June 233:30pm - 5:30pm PDT

Location3001, Level 3

Topics

Tracks

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Presentations

3:30pm - 3:45pm PDT	DBC: Drift-aware Binary Code for Drift-tolerant Deep Neural Networks Authors Insu Choi Jaeyong Chung Joon-Sung Yang	DES5: Emerging Device and Interconnect Technologies
3:45pm - 4:00pm PDT	CXL-Interplay: Unraveling and Characterizing CXL Interference in Modern Computer Systems Authors Shunyu Mao Jiajun Luo Yixin Li Jiapeng Zhou Weidong Zhang Zheng Liu Teng Ma Shuwen Deng	DES5: Emerging Device and Interconnect Technologies
4:00pm - 4:15pm PDT	VQT-CiM: Accelerating Vector Quantization Enhanced Transfomer with Ferroelectric Compute-in-Memory Authors Xuchu Huang Haonan Du Min Zhou Zheyu Yan Cheng Zhuo Xunzhao Yin	DES5: Emerging Device and Interconnect Technologies
4:15pm - 4:30pm PDT	Enhancing Parallelism and Energy-Efficiency in SOT-MRAM based CIM Architecture for On-Chip Learning Authors Anubha Sehgal Alok Shukla Sumit Diware Sandeep Soni Seema Dhull Sonal Shreya Sourajeet Roy Rajendra Bishnoi	DES5: Emerging Device and Interconnect Technologies
4:30pm - 4:45pm PDT	Device-Algorithm Co-Design of Ferroelectric Compute-in-Memory In-Situ Annealer for Combinatorial Optimization Problems Authors Yu Qian Xianmin Huang Ranran Wang Zeyu Yang Min Zhou Thomas Kämpfe Kai Ni Cheng Zhuo Xunzhao Yin	DES5: Emerging Device and Interconnect Technologies
4:45pm - 5:00pm PDT	DANN: Diffractive Acoustic Neural Network for in-sensor computing system target at multi-biomarker diagnosis Authors Lewei He Ning Lin Binbin Cui Xinran Zhang Shiming Zhang Zhongrui Wang	DES5: Emerging Device and Interconnect Technologies
5:00pm - 5:15pm PDT	333-eDRAM - 3T Embedded DRAM Leveraging Monolithic 3D Integration of 3 Transistor Types: IGZO, Carbon Nanotube and Silicon FETs Authors David Kong Shvetank Prakash Jedrzej Kufel Georgios Kyriazidis Yasmine Omri David Verity Emre Ozer Vijay Janapa Reddi Gage Hills	DES5: Emerging Device and Interconnect Technologies
5:15pm - 5:30pm PDT	Monolithic 3D FPGA Design and Synthesis with Back-End-of-Line Configuration Memories Authors Faaiq Waqar Jiahao Zhang Anni Lu Zifan He Jason Cong Shimeng Yu	DES5: Emerging Device and Interconnect Technologies

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