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08/04/2023
Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity
With the rapid proliferation of smart mobile devices, federated learning...
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08/10/2022
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation
Semantic segmentation is a popular research topic in computer vision, an...
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04/11/2020
DNN-aided Read-voltage Threshold Optimization for MLC Flash Memory with Finite Block Length
The error correcting performance of multi-level-cell (MLC) NAND flash me...
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07/09/2019
Deep Learning-Aided Dynamic Read Thresholds Design For Multi-Level-Cell Flash Memories
The practical NAND flash memory suffers from various non-stationary nois...
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06/26/2019
Proceedings of the 11th Asia-Europe Workshop on Concepts in Information Theory
This year, 2019 we celebrate 30 years of our friendship between Asian an...
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04/30/2019
Design of Protograph Codes for Additive White Symmetric Alpha-Stable Noise Channels
The protograph low-density parity-check (LDPC) codes possess many attrac...
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04/14/2019
Mutual Information-Maximizing Quantized Belief Propagation Decoding of LDPC Codes
A severe problem for mutual information-maximizing lookup table (MIM-LUT...
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02/17/2019
Neural Network-Based Dynamic Threshold Detection for Non-Volatile Memories
The memory physics induced unknown offset of the channel is a critical a...
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01/07/2019
Dynamic Programming for Discrete Memoryless Channel Quantization
In this paper, we present a general framework for applying dynamic progr...
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11/09/2018
Information Theoretic Bounds Based Channel Quantization Design for Emerging Memories
Channel output quantization plays a vital role in high-speed emerging me...
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12/04/2017