Jeric Briones, Takatomi Kubo* and Kazushi Ikeda*, “A segmentation-based approach for detecting switching interaction,” 10th IBRO World Congress of Neuroscience, 21 Sep. 2019
学術論文誌
数理情報学
Matthew J. Holland and Kazushi Ikeda*, “Efficient learning with robust gradient descent,” Machine Learning Journal, 16 Sep. 2019
学術論文誌
大規模システム管理
Jun Kawahara*, Koki Sonoda, Takeru Inoue and Shoji Kasahara*, “Efficient Construction of Binary Decision Diagrams for Network Reliability with Imperfect Vertices,” Reliability Engineering & System Safety, vol.188, pp142-154, Aug. 2019
国際会議論文
数理情報学
Bryan Lao, Tamei Tomoya* and Kazushi Ikeda*, “Characterizing Strategic Contributions of Physical Therapy to Natural Standing Motion in the Muscle Synergy Space,” Proc. 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 25 Jul. 2019
国際会議論文
数理情報学
Jaymar Soriano, Takatomi Kubo* and Kazushi Ikeda*, “Probing the association between axonal sprouting and seizure activity using a coupled neural mass model,” 28th Annual Computational Neuroscience Meeting, 13 Jul. 2019
Mutsumi Kimura*, K. Umeda, K. Ikushima, T. Hori, R. Tanaka, J. Shimura, A. Kondo, T. Tsuno, S. Sugisaki, A. Kurasaki, K. Hashimoto, T. Matsuda, T. Kameda and Yasuhiko Nakashima*, “Neuromorphic System with Crosspoint-type Amorphous Ga-Sn-O Thin-Film Devices as Self-Plastic Synapse Elements,” ECS Trans., Vol. 90, Jul. 2019
Paul Rossener Regonia, Christian Mark Pelicano, Ryosuke Tani, Atsushi Ishizumi*, Hisao Yanagi* and Kazushi Ikeda*, “Predicting optical band gap of ZnO quantum dots using supervised machine learning,” The 7th International Symposium on Organic and Inorganic Electronic Materials and Related Nanotechnologies, 19 Jun. 2019
国際会議論文
数理情報学
Matthew J. Holland and Kazushi Ikeda*, “Better Generalization with Less Data Using Robust Gradient Descent,” Proc. International Conference on Machine Learning (ICML), 11 Jun. 2019
学術論文誌
計算システムズ生物学
Mohammad Bozlul Karim, Alex Ming Huang*, Naoaki Ono*, Shigehiko Kanaya* and MD. ALTAF-UL-AMIN*, “AiClusO:A novel biclustering approach andbits application to species-VOC relational data,” IEEE Transactions on Computational Biology and Bioinformatics, 1 Jun. 2019
学術論文誌
数理情報学
Qi Zhang, hiroaki sasaki* and Kazushi Ikeda*, “Direct Log-Density Gradient Estimation with Gaussian Mixture Models and its Application to Clustering,” IEICE Transactions on Information and Systems, vol.E102, no.6, Jun. 2019
学術論文誌
コンピューティング・アーキテクチャ
Yan CHEN, Jing ZHANG, Yuebing XU, Yingjie ZHANG, Renyuan ZHANG* and Yasuhiko Nakashima*, “A ReRAM-based Row-column-oriented Memory Architecture for Convolutional Neural Network,” IEICE Trans. Electron, Jun. 2019
Foisal Ahmed, Michihiro Shintani* and Michiko Inoue*, “Feature Engineering for Recycled FPGA Detection Based on WID Variation Modeling,” IEEE European Test Symposium (ETS), 28 May. 2019
国内学会大会等
インタラクティブメディア設計学
井上 直樹, Ty Jayzon Flores, 松本 彩香, Alexander Plopski*, 岡橋 さやか, 加藤 博一*, “音楽演奏的なゲーミフィケーションを取り入れたＡＲ手指運動訓練,” 第63回システム制御情報学会研究発表講演会, 2019.5.24
Chiori Hori, Julien Perez, Ryuichiro Higashinaka, Takaaki Hori, Y-Lan Boureau, Michimasa Inaba, Yuiko Tsunomori, Tetsuro Takahashi, Koichiro Yoshino* and Seokhwan Kim, “Overview of the sixth dialog system technology challenge: DSTC6,” Computer Speech & Langugage, vol.55, pp1-25, May. 2019
学術論文誌
知能コミュニケーション
Yu Suzuki*, “Filtering Method for Twitter Streaming Data Using Human-in-the-Loop Machine Learning,” Journal of Information Processing, vol.27, pp404-410, May. 2019
学術論文誌
大規模システム管理
Masahiro Sasabe*, “Topological Influence on Optimality of Tit-for-Tat Based P2P Content Distribution,” Peer-to-Peer Networking and Applications, pp1-12, May. 2019
Tati Erlina, Yan Chen, Renyuan ZHANG* and Yasuhiko Nakashima*, “An Efficient Time-based Stochastic Computing Circuitry Employing Neuron-MOS,” GLSVLSI2019, May. 2019
国際会議論文
コンピューティング・アーキテクチャ
Hiroya Ikeda, Hiroki Yamane, Yuki Shibayama, Mutsumi Kimura* and Yasuhiko Nakashima*, “Evaluation of neuromorphic hardware using cellular neural networks and oxide semiconductors,” APDCM2019, May. 2019
国際会議論文
インタラクティブメディア設計学
Klen Čopič Pucihar, Christian Sandor, Matjaž Kljun, Wolfgang Huerst, Alexander Plopski*, Takafumi Taketomi*, Hirokazu Kato* and Luis A. Leiva, “The Missing Interface: Micro- Gestures on Augmented Objects,” Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, ppLBW0153:1-LBW0153:6, May. 2019
国際会議論文
知能コミュニケーション
Holy Lovenia, Hiroki Tanaka*, Sakriani Sakti*, Ayu Purwarianti and Satoshi Nakamura*, “Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019), pp1115-1119, May. 2019
国際会議論文
知能コミュニケーション
Andros Tjandra, Sakriani Sakti* and Satoshi Nakamura*, “End-to-end feedback loss in speech chain framework via straight-through estimator,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019), May. 2019
国際会議論文
知能コミュニケーション
Marco Vetter, Sakriani Sakti* and Satoshi Nakamura*, “Cross-lingual speech-based ToBI label generation using bidirectional LSTM,” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019), May. 2019
Jun IWAMOTO, Yuma KIKUTANI, Renyuan ZHANG* and Yasuhiko Nakashima*, “Outstanding Originality Award,” The 3rd. cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming, May. 2019
国際会議論文
数理情報学
Yasutaka Furusho, Tongliang Liu and Kazushi Ikeda*, “Skipping two layers in ResNet makes the generalization gap smaller than skipping one or no layer,” INNS Big Data and Deep Learning, ppin press, 16 Apr. 2019
国際会議論文
数理情報学
Yasutaka Furusho and Kazushi Ikeda*, “Effects of Skip-connection in ResNet and Batch- normalization on Fisher Information Matrix,” INNS Big Data and Deep Learning, ppin press, 16 Apr. 2019
学術論文誌
計算システムズ生物学
Koshiro Kido, Toshiyo Tamura, Naoaki Ono*, MD. ALTAF-UL-AMIN*, Masaki Sekine, Shigehiko Kanaya* and Alex Ming Huang*, “A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement,” Sensors, vol.19, no.7, 11 Apr. 2019
マスコミ報道
計算システムズ生物学
金谷 重彦*, “データ科学 活用促進,” 化学工業日報, 2019.4.4
学術論文誌
大規模システム管理
YuanYu Zhang*, Shoji Kasahara*, Yulong Shen, Xiaohong Jiang and Jianxiong Wan, “Smart Contract-Based Access Control for the Internet of Things,” IEEE Internet of Things Journal, vol.6, no.2, pp1594-1605, Apr. 2019
Aapo Hyvärinen, hiroaki sasaki* and Richard E. Turner, “Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning,” The 22th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr. 2019
国際会議論文
知能コミュニケーション
Koichiro Yoshino*, Yukitoshi Murase, Nurul Lubis, Kyoshiro Sugiyama, Hiroki Tanaka*, Sakriani Sakti*, Shinnosuke Takamichi and Satoshi Nakamura*, “Spoken Dialogue Robot for Watching Daily Life of Elderly People,” Spoken Dialogue Robot for Watching Daily Life of Elderly People" In Proceedings of International Workshop on Spoken Dialogue Systems Technology (IWSDS 2019) , Apr. 2019
国際会議論文
計算システムズ生物学
MD. ALTAF-UL-AMIN*, “Applications of KNApSAcK Database and DPClus Algorithm: Plants to Metabolites to Target Proteins in the Context of Jamu Medicines and IBD Gene Prediction,” 2019 9th International Conference on Biomedical Engineering and Technology, 29 Mar. 2019
Hiroki Tsukamoto, Michihiro Shintani* and Takashi Sato, “A study on statistical parameter modeling of power MOSFET model by principal component analysis,” IEEE International Conference on Microelectronic Test Structures (ICMTS), pp107-112, 18 Mar. 2019
国際会議論文
ディペンダブルシステム学
Michiaki Saito, Michihiro Shintani*, Kazunori Kuribara, Yasuhiro Ogasahara and Takashi Sato, “A compact model of I-V characteristic degradation for organic thin film transistors,” IEEE International Conference on Microelectronic Test Structures (ICMTS), pp194-199, 18 Mar. 2019
