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IEICE Trans

Moriya NAKAMURA

Overfitting Characteristics of Reservoir-Computing-Based Nonlinear Equalizer Trained on PRBS and Repeated Random Bit Sequence
Yuta ITO Kai IKUTA Tsuyoshi YAMADA Takumi YAMAMOTO Moriya NAKAMURA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2025/10/01
Vol. E108-B  No. 10  pp. 1171-1178
Type of Manuscript:  PAPER
Category: Fiber-Optic Transmission for Communications
Keyword: 
fiber-optic nonlinearity, nonlinear equalization, artificial neural network, reservoir computing, overfitting, 
 Summary | Full Text:PDF
Fiber Nonlinearity Compensation Using Nonlinear Equalizer Based on Complex-Valued Reservoir Computing
Kai IKUTA Yuta ITO Takahide SAKAMOTO Naokatsu YAMAMOTO Moriya NAKAMURA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2025/03/01
Vol. E108-B  No. 3  pp. 250-259
Type of Manuscript:  PAPER
Category: Fiber-Optic Transmission for Communications
Keyword: 
digital coherent transmission, optical nonlinearity mitigation, nonlinear equalization, reservoir computing, 
 Summary | Full Text:PDF
Overfitting Problem of ANN- and VSTF-Based Nonlinear Equalizers Trained on Repeated Random Bit Sequences
Kai IKUTA Jinya NAKAMURA Moriya NAKAMURA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2024/04/01
Vol. E107-B  No. 4  pp. 349-356
Type of Manuscript:  PAPER
Category: Fiber-Optic Transmission for Communications
Keyword: 
optical nonlinear compensation, nonlinear equalizers, artificial neural network, Volterra series transfer function, overfitting, 
 Summary | Full Text:PDF
High-Speed 2-D Parallel Optical Interconnects Using Image Fibers with VCSEL/PD Arrays
Moriya NAKAMURA Ken-ichi KITAYAMA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2001/03/01
Vol. E84-C  No. 3  pp. 282-287
Type of Manuscript:  Special Section PAPER (Special Issue on Optical Interconnects/Optical Signal Processing)
Category: Optical Interconnection Systems
Keyword: 
image fiber, VCSEL, optical interconnect, 2-D parallel transmission, 
 Summary | Full Text:PDF