Search Results for author: Zhen Mei

Found 5 papers, 0 papers with code

Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding

no code implementations13 Oct 2023 Jixuan Cui, Jun Li, Zhen Mei, Kang Wei, Sha Wei, Ming Ding, Wen Chen, Song Guo

However, the domain discrepancy and data scarcity problems among clients deteriorate the performance of the global FL model.

Federated Learning Meta-Learning +1

Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity

no code implementations4 Aug 2023 Xuefeng Han, Jun Li, Wen Chen, Zhen Mei, Kang Wei, Ming Ding, H. Vincent Poor

With the rapid proliferation of smart mobile devices, federated learning (FL) has been widely considered for application in wireless networks for distributed model training.

Federated Learning Scheduling

DNN-aided Read-voltage Threshold Optimization for MLC Flash Memory with Finite Block Length

no code implementations11 Apr 2020 Cheng Wang, Kang Wei, Lingjun Kong, Long Shi, Zhen Mei, Jun Li, Kui Cai

The error correcting performance of multi-level-cell (MLC) NAND flash memory is closely related to the block length of error correcting codes (ECCs) and log-likelihood-ratios (LLRs) of the read-voltage thresholds.

Neural Network-Based Dynamic Threshold Detection for Non-Volatile Memories

no code implementations17 Feb 2019 Zhen Mei, Kui Cai, Xingwei Zhong

Therefore, we further propose a novel dynamic threshold detector (DTD), whose detection threshold can be derived based on the outputs of the proposed NN detectors.

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