papers
Publications (2)
cs.LG2021
Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI
Geng Yuan, Zhiheng Liao, Xiaolong Ma +11
Recent research demonstrated the promise of using resistive random access memory (ReRAM) as an emerging technology to perform inherently parallel analog domain in-situ matrix-vecto…
stat.AP2023
A Bayesian Joint Model for Compositional Mediation Effect Selection in Microbiome Data
Jingyan Fu, Matthew D. Koslovsky, Andreas M. Neophytou +1
Analyzing multivariate count data generated by high-throughput sequencing technology in microbiome research studies is challenging due to the high-dimensional and compositional str…