Publications

312 / 3,737 publications found.


  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., "Federated AirNet: Hybrid Digital-Analog Neural Network Transmission for Federated Learning", arXiv, January 2022.
    BibTeX arXiv
    • @article{Fujihashi2022jan2,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
    • title = {Federated AirNet: Hybrid Digital-Analog Neural Network Transmission for Federated Learning},
    • journal = {arXiv},
    • year = 2022,
    • month = jan,
    • url = {https://arxiv.org/abs/2201.04557}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., "Overhead Reduction for Graph-Based Point Cloud Delivery Using Non-Uniform Quantization", IEEE International Conference on Consumer Electronics (ICCE), DOI: 10.1109/​ICCE53296.2022.9730509, January 2022.
    BibTeX TR2022-005 PDF
    • @inproceedings{Fujihashi2022jan,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi},
    • title = {Overhead Reduction for Graph-Based Point Cloud Delivery Using Non-Uniform Quantization},
    • booktitle = {IEEE International Conference on Consumer Electronics (ICCE)},
    • year = 2022,
    • month = jan,
    • publisher = {IEEE},
    • doi = {10.1109/ICCE53296.2022.9730509},
    • issn = {2158-4001},
    • isbn = {978-1-6654-4154-4},
    • url = {https://www.merl.com/publications/TR2022-005}
    • }
  •  Haruna, M., Hata, K., Kawaguchi, N., Ogino, M., Koike-Akino, T., "Development of Remote Machine System with Sense of Oneness," ADVANCE Magazine, Vol. 176, December 2021.
    BibTeX ADVANCE Magazine
    • @techreport{Haruna2021dec,
    • author = {Haruna, Masaki and Hata, Koichi and Kawaguchi, Noboru and Ogino, Masaki and Koike-Akino, Toshiaki},
    • title = {Development of Remote Machine System with Sense of Oneness},
    • institution = {Mitsuishi Electric},
    • year = 2021,
    • volume = 176,
    • series = {ADVANCE Magazine},
    • pages = {5--10},
    • edition = {Human-artifacts Symbiosis in Society 5.0},
    • month = dec,
    • issn = {1345-3041},
    • url = {https://www.advance.mitsubishielectric.com/advance/pdf/2021/176_TR2.pdf}
    • }
  •  Smedemark-Margulies, N., Wang, Y., Koike-Akino, T., Erdogmus, D., "AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data", arXiv, December 2021.
    BibTeX arXiv
    • @article{Smedemark-Margulies2021dec,
    • author = {Smedemark-Margulies, Niklas and Wang, Ye and Koike-Akino, Toshiaki and Erdogmus, Deniz},
    • title = {AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data},
    • journal = {arXiv},
    • year = 2021,
    • month = dec,
    • url = {https://arxiv.org/abs/2112.09796}
    • }
  •  Kojima, K., Tang, Y., Wang, Y., Koike-Akino, T., "Machine Learning for design and optimization of photonic devices" in Machine Learning for Future Fiber Optic Communication Systems, Alan Pak Tao Lau and Faisal Nadeem Khan, Eds., DOI: 10.1016/​B978-0-32-385227-2.00018-8, pp. 337-374, Academic Press, November 2021.
    BibTeX TR2021-142 PDF
    • @incollection{Kojima2021nov,
    • author = {Kojima, Keisuke and Tang, Yingheng and Wang, Ye and Koike-Akino, Toshiaki},
    • title = {Machine Learning for design and optimization of photonic devices},
    • booktitle = {Machine Learning for Future Fiber Optic Communication Systems},
    • year = 2021,
    • editor = {Alan Pak Tao Lau and Faisal Nadeem Khan},
    • pages = {337--374},
    • month = nov,
    • publisher = {Academic Press},
    • doi = {10.1016/B978-0-32-385227-2.00018-8},
    • isbn = {978-0-323-85227-2},
    • url = {https://www.merl.com/publications/TR2021-142}
    • }
  •  Furuichi, T., Ma, R., Koike-Akino, T., Komatsuszaki, Y., "Full-Range Three-Stage 16GSa/s Riemann Pump RF-Power DAC in GaN HEMT", Asia-Pacific Microwave Conference (APMC), DOI: 1109/​APMC52720.2021.9661641, November 2021.
    BibTeX TR2021-141 PDF
    • @inproceedings{Furuichi2021nov,
    • author = {Furuichi, Tomoyuki and Ma, Rui and Koike-Akino, Toshiaki and Komatsuszaki, Yuji},
    • title = {Full-Range Three-Stage 16GSa/s Riemann Pump RF-Power DAC in GaN HEMT},
    • booktitle = {Asia-Pacific Microwave Conference (APMC) 2021},
    • year = 2021,
    • month = nov,
    • doi = {1109/APMC52720.2021.9661641},
    • isbn = {978-1-6654-3782-0},
    • url = {https://www.merl.com/publications/TR2021-141}
    • }
  •  Wang, P., Koike-Akino, T., Ma, R., Orlik, P.V., Yamashita, G., Tsujita, W., Nakajima, M., "Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning", International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz), DOI: 10.1109/​IRMMW-THz50926.2021.9566940, November 2021.
    BibTeX TR2021-098 PDF
    • @inproceedings{Wang2021nov,
    • author = {{Wang, Pu and Koike-Akino, Toshiaki and Ma, Rui and Orlik, Philip V. and Yamashita, Genki and Tsujita, Wataru and Nakajima, M.}},
    • title = {Learning-Based THz Multi-Layer Imaging for High-Capacity Positioning},
    • booktitle = {International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)},
    • year = 2021,
    • month = nov,
    • publisher = {IEEE},
    • doi = {10.1109/IRMMW-THz50926.2021.9566940},
    • issn = {2162-2035},
    • isbn = {978-1-7281-9424-0},
    • url = {https://www.merl.com/publications/TR2021-098}
    • }
  •  Demir, A., Koike-Akino, T., Wang, Y., Erdogmus, D., Haruna, M., "EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals", International IEEE EMBS Conference on Neural Engineering, DOI: 10.1109/​EMBC46164.2021.9630194, October 2021.
    BibTeX TR2021-136 PDF Video Presentation
    • @inproceedings{Demir2021oct,
    • author = {Demir, Andac and Koike-Akino, Toshiaki and Wang, Ye and Erdogmus, Deniz and Haruna, Masaki},
    • title = {EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals},
    • booktitle = {International IEEE EMBS Conference on Neural Engineering},
    • year = 2021,
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/EMBC46164.2021.9630194},
    • issn = {2694-0604},
    • isbn = {978-1-7281-1179-7},
    • url = {https://www.merl.com/publications/TR2021-136}
    • }
  •  Rakin, A.S., Wang, Y., Aeron, S., Koike-Akino, T., Moulin, P., Parsons, K., "Towards Universal Adversarial Examples and Defenses", IEEE Information Theory Workshop, DOI: 10.1109/​ITW48936.2021.9611439, October 2021.
    BibTeX TR2021-125 PDF Video
    • @inproceedings{Rakin2021oct,
    • author = {Rakin, Adnan S and Wang, Ye and Aeron, Shuchin and Koike-Akino, Toshiaki and Moulin, Pierre and Parsons, Kieran},
    • title = {Towards Universal Adversarial Examples and Defenses},
    • booktitle = {IEEE Information Theory Workshop},
    • year = 2021,
    • month = oct,
    • publisher = {IEEE},
    • doi = {10.1109/ITW48936.2021.9611439},
    • isbn = {978-1-6654-0312-2},
    • url = {https://www.merl.com/publications/TR2021-125}
    • }
  •  Matsumine, T., Koike-Akino, T., Ochiai, H., "A Low-Complexity Probabilistic Amplitude Shaping with Short Linear Block Codes", IEEE Transactions on Communications, DOI: 10.1109/​TCOMM.2021.3111032, Vol. 69, No. 12, pp. 7923-7933, September 2021.
    BibTeX TR2021-117 PDF
    • @article{Matsumine2021sep,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Ochiai, Hideki},
    • title = {A Low-Complexity Probabilistic Amplitude Shaping with Short Linear Block Codes},
    • journal = {IEEE Transactions on Communications},
    • year = 2021,
    • volume = 69,
    • number = 12,
    • pages = {7923--7933},
    • month = sep,
    • doi = {10.1109/TCOMM.2021.3111032},
    • issn = {1558-0857},
    • url = {https://www.merl.com/publications/TR2021-117}
    • }
  •  Koike-Akino, T., Wang, Y., Kojima, K., Parsons, K., Yoshida, T., "Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605870, September 2021.
    BibTeX TR2021-110 PDF Presentation
    • @inproceedings{Koike-Akino2021sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Kojima, Keisuke and Parsons, Kieran and Yoshida, Tsuyoshi},
    • title = {Zero-Multiplier Sparse DNN Equalization for Fiber-Optic QAM Systems with Probabilistic Amplitude Shaping},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605870},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-110}
    • }
  •  Skvortcov, P., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605842, September 2021.
    BibTeX TR2021-111 PDF Presentation
    • @inproceedings{Skvortcov2021sep2,
    • author = {Skvortcov, Pavel and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Dual Coding Concatenation for Burst-Error Correction in Probabilistic Amplitude Shaping},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605842},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-111}
    • }
  •  Skvortcov, P., Millar, D.S., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., "Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission", European Conference on Optical Communication (ECOC), DOI: 10.1109/​ECOC52684.2021.9605820, September 2021.
    BibTeX TR2021-109 PDF
    • @inproceedings{Skvortcov2021sep,
    • author = {Skvortcov, Pavel and Millar, David S. and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Experimental Analysis of Mismatched Soft-Demapping for Probabilistic Shaping in Short-Reach Nonlinear Transmission},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2021,
    • month = sep,
    • publisher = {IEEE},
    • doi = {10.1109/ECOC52684.2021.9605820},
    • isbn = {978-1-6654-3868-1},
    • url = {https://www.merl.com/publications/TR2021-109}
    • }
  •  Haruna, M., Ogino, M., Koike-Akino, T., "Human x Machine Remote Fusion System: Visual Haptics Implementation," Tech. Rep., The Robotics Society of Japan (RSJ), September 2021.
    BibTeX
    • @techreport{Haruna2021sep,
    • author = {Haruna, Masaki and Ogino, Masaki and Koike-Akino, Toshiaki},
    • title = {Human x Machine Remote Fusion System: Visual Haptics Implementation},
    • institution = {The Robotics Society of Japan (RSJ)},
    • year = 2021,
    • month = sep
    • }
  •  Liu, B., Guo, J., Koike-Akino, T., Wang, Y., Kim, K.J., Parsons, K., Orlik, P.V., Hashimoto, S., Yuan, J., "Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder", IEEE International conference on emerging technologies and factory automation, September 2021.
    BibTeX TR2021-107 PDF
    • @inproceedings{Liu2021sep,
    • author = {Liu, Bryan and Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Ye and Kim, Kyeong Jin and Parsons, Kieran and Orlik, Philip V. and Hashimoto, Shigeru and Yuan, Jinhong},
    • title = {Anomaly Detection and Diagnosis Using Pre-Processing and Time-Delay Autoencoder},
    • booktitle = {IEEE International conference on emerging technologies and factory automation},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-107}
    • }
  •  Koike-Akino, T., Wang, Y., "Evolution of Polar Coding", IEEE International Symposium on Topics in Coding (ISTC), August 2021.
    BibTeX TR2021-104 PDF
    • @inproceedings{Koike-Akino2021aug,
    • author = {Koike-Akino, Toshiaki and Wang, Ye},
    • title = {Evolution of Polar Coding},
    • booktitle = {IEEE International Symposium on Topics in Coding (ISTC)},
    • year = 2021,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2021-104}
    • }
  •  Kojima, K., Koike-Akino, T., Tang, Y., Wang, Y., "Inverse design for integrated photonics using deep neural network", Integrated Photonics Research, Silicon and Nanophotonics (IPR), DOI: 10.1364/​IPRSN.2021.IF3A.6, July 2021.
    BibTeX TR2021-061 PDF
    • @inproceedings{Kojima2021jul,
    • author = {Kojima, Keisuke and Koike-Akino, Toshiaki and Tang, Yingheng and Wang, Ye},
    • title = {Inverse design for integrated photonics using deep neural network},
    • booktitle = {Integrated Photonics Research, Silicon and Nanophotonics (IPR)},
    • year = 2021,
    • month = jul,
    • doi = {10.1364/IPRSN.2021.IF3A.6},
    • url = {https://www.merl.com/publications/TR2021-061}
    • }
  •  Wang, Y., Aeron, S., Rakin, A.S., Koike-Akino, T., Moulin, P., "Robust Machine Learning via Privacy/Rate-Distortion Theory", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/​ISIT45174.2021.9517751, July 2021.
    BibTeX TR2021-082 PDF Video Presentation
    • @inproceedings{Wang2021jul,
    • author = {Wang, Ye and Aeron, Shuchin and Rakin, Adnan S and Koike-Akino, Toshiaki and Moulin, Pierre},
    • title = {Robust Machine Learning via Privacy/Rate-Distortion Theory},
    • booktitle = {IEEE International Symposium on Information Theory (ISIT)},
    • year = 2021,
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ISIT45174.2021.9517751},
    • isbn = {978-1-5386-8210-4},
    • url = {https://www.merl.com/publications/TR2021-082}
    • }
  •  Koike-Akino, T., Wang, Y., "Protograph-Based Design for QC Polar Codes", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/​ISIT45174.2021.9517868, July 2021.
    BibTeX TR2021-080 PDF Video Presentation
    • @inproceedings{Koike-Akino2021jul,
    • author = {Koike-Akino, Toshiaki and Wang, Ye},
    • title = {Protograph-Based Design for QC Polar Codes},
    • booktitle = {IEEE International Symposium on Information Theory (ISIT)},
    • year = 2021,
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.1109/ISIT45174.2021.9517868},
    • isbn = {978-1-5386-8209-8},
    • url = {https://www.merl.com/publications/TR2021-080}
    • }
  •  Haruna, M., Ogino, M., Koike-Akino, T., "Development of Remote Manipulation System with Visual Haptics" in Technical Information Institute, June 2021.
    BibTeX
    • @incollection{Haruna2021jun,
    • author = {Haruna, Masaki and Ogino, Masaki and Koike-Akino, Toshiaki},
    • title = {Development of Remote Manipulation System with Visual Haptics},
    • booktitle = {Technical Information Institute},
    • year = 2021,
    • month = jun
    • }
  •  Fujihashi, T., Koike-Akino, T., Chen, S., Watanabe, T., "Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks", IEEE International Conference on Communications (ICC), DOI: 10.1109/​ICC42927.2021.9500925, June 2021.
    BibTeX TR2021-066 PDF Presentation
    • @inproceedings{Fujihashi2021jun,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Chen, Siheng and Watanabe, Takashi},
    • title = {Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks},
    • booktitle = {IEEE International Conference on Communications (ICC)},
    • year = 2021,
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/ICC42927.2021.9500925},
    • issn = {1938-1883},
    • isbn = {978-1-7281-7122-7},
    • url = {https://www.merl.com/publications/TR2021-066}
    • }
  •  Haruna, M., Kawaguchi, N., Ogino, M., Koike-Akino, T., "Comparison of Three Feedback Modalities for Haptics Sensation in Remote Machine Manipulation", IEEE International Conference on Robotics and Automation (ICRA), DOI: 10.1109/​LRA.2021.3070301, May 2021.
    BibTeX TR2021-063 PDF Video
    • @inproceedings{Haruna2021may,
    • author = {Haruna, Masaki and Kawaguchi, Noboru and Ogino, Masaki and Koike-Akino, Toshiaki},
    • title = {Comparison of Three Feedback Modalities for Haptics Sensation in Remote Machine Manipulation},
    • booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
    • year = 2021,
    • month = may,
    • doi = {10.1109/LRA.2021.3070301},
    • issn = {2377-3766},
    • url = {https://www.merl.com/publications/TR2021-063}
    • }
  •  Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Jha, D.K., Parsons, K., Qi, M., "Nano-Optic Broadband Power Splitter Design via Cycle-Consistent Adversarial Deep Learning", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_SI.2021.SW4E.1, May 2021.
    BibTeX TR2021-045 PDF Presentation
    • @inproceedings{Tang2021may3,
    • author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
    • title = {Nano-Optic Broadband Power Splitter Design via Cycle-Consistent Adversarial Deep Learning},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2021,
    • month = may,
    • doi = {10.1364/CLEO_SI.2021.SW4E.1},
    • url = {https://www.merl.com/publications/TR2021-045}
    • }
  •  Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery with Graph Fourier Transform", IEEE Transactions on Multimedia, DOI: 10.1109/​TMM.2021.3077772, May 2021.
    BibTeX TR2021-043 PDF Presentation
    • @article{Fujihashi2021may,
    • author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
    • title = {HoloCast+: Hybrid Digital-Analog Transmission for Graceful Point Cloud Delivery with Graph Fourier Transform},
    • journal = {IEEE Transactions on Multimedia},
    • year = 2021,
    • month = may,
    • doi = {10.1109/TMM.2021.3077772},
    • issn = {1941-0077},
    • url = {https://www.merl.com/publications/TR2021-043}
    • }
  •  Haruna, M., Ogino, M., Koike-Akino, T., "Development of Remote Machine System with Sense of Oneness —Evaluation of Manipulation with Visual Haptics by Brain Wave Analysis—", Journal of the Robotics Society of Japan, DOI: 10.7210/​jrsj.39.283, Vol. 39, No. 3, pp. 283-286, April 2021.
    BibTeX J-STAGE
    • @article{Haruna2021apr2,
    • author = {Haruna, Masaki and Ogino, Masaki and Koike-Akino, Toshiaki},
    • title = {Development of Remote Machine System with Sense of Oneness —Evaluation of Manipulation with Visual Haptics by Brain Wave Analysis—},
    • journal = {Journal of the Robotics Society of Japan},
    • year = 2021,
    • volume = 39,
    • number = 3,
    • pages = {283--286},
    • month = apr,
    • doi = {10.7210/jrsj.39.283},
    • url = {https://www.jstage.jst.go.jp/article/jrsj/39/3/39_39_283/_article/-char/en}
    • }