Satoshi Takabe - Concepedia

Author

Satoshi Takabe

Nagoya Institute of Technology ORCID

Also Known As

Satoshi TAKABE, Satoshi Takabe, Takabe, Satoshi

Publications

585

Citations

H-Index

Concepts

All Affiliations

Nagoya Institute of Technology RIKEN Center for Advanced Intelligence Project Osaka City University

About

Satoshi Takabe is an author at Nagoya Institute of Technology specializing in engineering, machine learning, and computer engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	6	6	190
2	Computer Engineering	5	5	178
3	Computer Science	4	4	139
4	Data Science	2	2	25
5	Antenna	1	1	83

Satoshi Takabe

Publications

440

Citations

H-Index

Page 1

	Year	Citations
Trainable ISTA for Sparse Signal Recovery Daisuke Ito, Satoshi Takabe, Tadashi Wadayama IEEE Transactions on Signal Processing	2019	215
Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-Driven Tuning Approach Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, IEEE Access EngineeringMachine LearningOverloaded Mimo ChannelsChannel CharacterizationMimo System	2019	83
Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, Mimo SystemEngineeringMachine LearningMultiuser MimoBack Propagation	2019	34
Deep Learning-Aided Trainable Projected Gradient Decoding for LDPC Codes Tadashi Wadayama, Satoshi Takabe EngineeringMachine LearningLdpc CodesPattern RecognitionBack Propagation	2019	31
Chebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point Iterations Tadashi Wadayama, Satoshi Takabe IEEE Signal Processing Letters	2021	21
Complex Trainable Ista for Linear and Nonlinear Inverse Problems Satoshi Takabe, Tadashi Wadayama, Yonina C. Eldar Mathematical ProgrammingEngineeringMachine LearningNonlinear OptimizationNonlinear System Identification	2020	17
Minimum vertex cover problems on random hypergraphs: Replica symmetric solution and a leaf removal algorithm Satoshi Takabe, Koji Hukushima Physical Review E	2014	14
Trainable ISTA for Sparse Signal Recovery Daisuke Ito, Satoshi Takabe, Tadashi Wadayama Mmse Shrinkage UnitSparse RepresentationEngineeringMachine LearningData Science	2018	13
Convergence Acceleration via Chebyshev Step: Plausible Interpretation of Deep-Unfolded Gradient Descent Satoshi Takabe, Tadashi Wadayama IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences Deep-unfolded Gradient DescentGeometric LearningEngineeringMachine LearningPlausible Interpretation	2022	12

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