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IEICE Trans

Keyword : reservoir computing

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
Reservoir-Based 1D Convolution: Low-Training-Cost AI
Yuichiro TANAKA Hakaru TAMUKOH 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2024/06/01
Vol. E107-A  No. 6 ; pp. 941-944
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
edge computing, reservoir computing, reservoir-based convolution, voice recognition, 
 Summary | Full Text:PDF
A Hardware Efficient Reservoir Computing System Using Cellular Automata and Ensemble Bloom Filter
Dehua LIANG Jun SHIOMI Noriyuki MIURA Masanori HASHIMOTO Hiromitsu AWANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/07/01
Vol. E105-D  No. 7 ; pp. 1273-1282
Type of Manuscript:  PAPER
Category: Computer System
Keyword: 
EnsembleBloomCA, reservoir computing, cellular automata, Ensemble Bloom Filter, 
 Summary | Full Text:PDF