Complexity-Scalable Neural-Network-Based MIMO Detection With Learnable Weight Scaling

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3007622 ◽

2020 ◽

Vol 68 (10) ◽

pp. 6101-6113

Author(s):

Abdullahi Mohammad ◽

Christos Masouros ◽

Yiannis Andreopoulos

Keyword(s):

Neural Network ◽

Mimo Detection ◽

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Deep-learning neural network for MIMO detection in a mode-division multiplexed optical transmission system

Next-Generation Optical Communication: Components, Sub-Systems, and Systems VIII ◽

10.1117/12.2505445 ◽

2019 ◽

Author(s):

Bishal Poudel ◽

Joji Oshima ◽

Hirokazu Kobayashi ◽

Katsushi Iwashita

Keyword(s):

Neural Network ◽

Deep Learning ◽

Optical Transmission ◽

Transmission System ◽

Mimo Detection ◽

Deep Learning Neural Network

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Accelerated Learning-Based MIMO Detection through Weighted Neural Network Design

ICC 2020 - 2020 IEEE International Conference on Communications (ICC) ◽

10.1109/icc40277.2020.9148726 ◽

2020 ◽

Author(s):

Abdullahi Mohammad ◽

Christos Masouros ◽

Yiannis Andreopoulos

Keyword(s):

Neural Network ◽

Network Design ◽

Accelerated Learning ◽

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Structured Neural Network with Low Complexity for MIMO Detection

2019 IEEE International Workshop on Signal Processing Systems (SiPS) ◽

10.1109/sips47522.2019.9020365 ◽

2019 ◽

Author(s):

Siyu Liao ◽

Chunhua Deng ◽

Lingjia Liu ◽

Bo Yuan

Keyword(s):

Neural Network ◽

Low Complexity ◽

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Neural Network MIMO Detection for Coded Wireless Communication with Impairments

2020 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc45663.2020.9120517 ◽

2020 ◽

Author(s):

Omer Sholev ◽

Haim H. Permuter ◽

Eilam Ben-Dror ◽

Wenliang Liang

Keyword(s):

Neural Network ◽

Wireless Communication ◽

Mimo Detection ◽

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LLL aided MIMO detection algorithm based on BP neural network optimization

10.1145/3469213.3470357 ◽

2021 ◽

Author(s):

Yujie Peng

Keyword(s):

Neural Network ◽

Bp Neural Network ◽

Network Optimization ◽

Detection Algorithm ◽

Mimo Detection ◽

Neural Network Optimization

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Sparsely Connected Neural Network for Massive MIMO Detection

2018 IEEE 4th International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2018.8780959 ◽

2018 ◽

Author(s):

Guili Gao ◽

Chao Dong ◽

Kai Niu

Keyword(s):

Neural Network ◽

Massive Mimo ◽

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MIMO detection using a deep learning neural network in a mode division multiplexing optical transmission system

Optics Communications ◽

10.1016/j.optcom.2019.02.016 ◽

2019 ◽

Vol 440 ◽

pp. 41-48

Author(s):

Bishal Poudel ◽

Joji Oshima ◽

Hirokazu Kobayashi ◽

Katsushi Iwashita

Keyword(s):

Neural Network ◽

Deep Learning ◽

Optical Transmission ◽

Transmission System ◽

Mimo Detection ◽

Mode Division Multiplexing ◽

Deep Learning Neural Network

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LOW-COMPLEXITY MESSAGE PASSING MIMO DETECTION ALGORITHM WITH DEEP NEURAL NETWORK

2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP) ◽

10.1109/globalsip.2018.8646369 ◽

2018 ◽

Author(s):

Xiaosi Tan ◽

Zhiwei Zhong ◽

Zaichen Zhang ◽

Xiaohu You ◽

Chuan Zhang

Keyword(s):

Neural Network ◽

Message Passing ◽

Deep Neural Network ◽

Low Complexity ◽

Detection Algorithm ◽

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Autofluorescence spectroscopy of oral leukoplakia using an artificial neural network

Clinical Otolaryngology ◽

10.1046/j.1365-2273.2000.00358-12.x ◽

2000 ◽

Vol 25 (4) ◽

pp. 325-325

Author(s):

J.L.N. Roodenburg ◽

H.J. Van Staveren ◽

N.L.P. Van Veen ◽

O.C. Speelman ◽

J.M. Nauta ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Oral Leukoplakia ◽

Autofluorescence Spectroscopy ◽

Artificial Neural

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Neural network based principal components analysis for EEG pre-processing and analysis

Electroencephalography and Clinical Neurophysiology ◽

10.1016/s0013-4694(97)88499-8 ◽

1997 ◽

Vol 103 (1) ◽

pp. 115

Author(s):

S Petránek

Keyword(s):

Neural Network ◽

Principal Components Analysis ◽

Principal Components ◽

Components Analysis

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