Search Results for author: Dong Eun Kim

Found 1 papers, 0 papers with code

GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks

no code implementations15 Mar 2020 Indranil Chakraborty, Mustafa Fayez Ali, Dong Eun Kim, Aayush Ankit, Kaushik Roy

Further, using the functional simulator and GENIEx, we demonstrate that an analytical model can overestimate the degradation in classification accuracy by $\ge 10\%$ on CIFAR-100 and $3. 7\%$ on ImageNet datasets compared to GENIEx.

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