Search Results for author: Chuan Zhang

Found 7 papers, 1 papers with code

On the Road to 6G: Visions, Requirements, Key Technologies and Testbeds

no code implementations28 Feb 2023 Cheng-Xiang Wang, Xiaohu You, Xiqi Gao, Xiuming Zhu, Zixin Li, Chuan Zhang, Haiming Wang, Yongming Huang, Yunfei Chen, Harald Haas, John S. Thompson, Erik G. Larsson, Marco Di Renzo, Wen Tong, Peiying Zhu, Xuemin, Shen, H. Vincent Poor, Lajos Hanzo

A series of white papers and survey papers have been published, which aim to define 6G in terms of requirements, application scenarios, key technologies, etc.

Bridging the Emotional Semantic Gap via Multimodal Relevance Estimation

no code implementations3 Feb 2023 Chuan Zhang, Daoxin Zhang, Ruixiu Zhang, Jiawei Li, Jianke Zhu

To tackle this problem, we propose a multimodal relevance estimation network to capture the relevant semantics among modalities in multimodal emotions.

Contrastive Learning

Polar Decoding on Sparse Graphs with Deep Learning

no code implementations24 Nov 2018 Weihong Xu, Xiaohu You, Chuan Zhang, Yair Be'ery

In this paper, we present a sparse neural network decoder (SNND) of polar codes based on belief propagation (BP) and deep learning.

Decoder Single Particle Analysis

Improving Massive MIMO Belief Propagation Detector with Deep Neural Network

no code implementations2 Apr 2018 Xiaosi Tan, Weihong Xu, Yair Be'ery, Zaichen Zhang, Xiaohu You, Chuan Zhang

Numerical results are presented to demonstrate the performance of the DNN detectors in comparison with various BP modifications.

Storing cycles in Hopfield-type networks with pseudoinverse learning rule: admissibility and network topology

no code implementations19 Nov 2012 Chuan Zhang, Gerhard Dangelmayr, Iuliana Oprea

Simple cycles contain rows from one loop only, and the network topology is a feedforward chain with feedback to one neuron if the loop-vectors in $\Sigma$ are cyclic permutations of each other.

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