University of Illinois at Urbana-Champaign/Zhejiang University Partnership
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Metal oxide films exhibit a spectrum of exotic physical properties, and turning them into freestanding membranes enables novel applications due to the absence of substrates. This seminar will cover the production of freestanding single crystal perovskite oxide membranes, and the fabrication of nonvolatile oxide ferroelectric tunnel junction memories on Si as an application
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In this talk, I will introduce a framework of deep neural network (DNN) and hardware implementation (FPGA) co-search, to pursue aggregated solutions of high accuracy DNN designs and efficient hardware deployments simultaneously. To enable a comprehensive co-search framework, there are three indispensable components: 1) efficient FPGA accelerator design; 2) hardware-aware n