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Research Manuscript: Multiverse of Emerging Technologies for Computing and Optimization

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DescriptionThe landscape of computing has witnessed a surge in emerging device technologies, encompassing ferroelectric, resistive, superconducting, and oxide semiconductor devices. These cutting-edge technologies offer promising avenues for efficiently addressing specialized computational tasks, including but not limited to in-memory computing, Bayesian inference, combinatorial optimization, and associative processing. This session will explore the latest advancements in these diverse device platforms, shedding light on their potential to revolutionize the computational paradigm and enable transformative applications across various domains

Event TypeResearch Manuscript

TimeTuesday, June 253:30pm - 5:30pm PDT

Location3002, 3rd Floor

Topics

Keywords

Presentations

3:30pm - 3:45pm PDT	FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing Authors Chao Li Zhicheng Xu Bo Wen Ruibin Mao Can Li Thomas Kämpfe Kai Ni Xunzhao Yin
3:45pm - 4:00pm PDT	Energy Efficient Dual Designs of FeFET-Based Analog In-Memory Computing with Inherent Shift-Add Capability Authors Zeyu Yang Qingrong Huang Yu Qian Kai Ni Thomas Kämpfe Xunzhao Yin
4:00pm - 4:15pm PDT	STAGGER: Enabling All-in-One Subarray Sensing for Efficient Module-level Processing in Open-Bitline ReRAM Authors Chengning Wang Dan Feng Yuchong Hu Wei Tong Jingning Liu
4:15pm - 4:30pm PDT	C-Nash: A Novel Ferroelectric Computing-in-Memory Architecture for Solving Mixed Strategy Nash Equilibrium Authors Yu Qian Kai Ni Thomas Kämpfe Cheng Zhuo Xunzhao Yin
4:30pm - 4:45pm PDT	Hyb-Learn: A Framework for On-Device Self-Supervised Continual Learning with Hybrid RRAM/SRAM Memory Authors Fan Zhang Li Yang Deliang Fan
4:45pm - 5:00pm PDT	Unleashing the Power of T1-cells in SFQ Arithmetic Circuits Authors Rassul Bairamkulov Mingfei Yu Giovanni De Micheli
5:00pm - 5:15pm PDT	HyCiM: A Hybrid Computing-in-Memory QUBO Solver for General Combinatorial Optimization Problems with Inequality Constraints Authors Yu Qian Zeyu Yang Kai Ni Alptekin Vardar Thomas Kämpfe Xunzhao Yin
5:15pm - 5:30pm PDT	4-Transistor Ternary Content Addressable Memory Cell Design using Stacked Hybrid IGZO/Si Transistors Authors Munhyeon Kim Jae-Joon Kim

DAC 2024