◆Hiroki Nishimoto, Takashi Nakada and Yasuhiko Nakashima: "GPGPU Implementation of Variational Bayesian Gaussian Mixture Models", CANDAR'19, REGULAR PAPER, pp.xxx-xxx, Nov. (2019)
◆Van Tinh Nguyen, Tati Erlina, Renyuan Zhang and Yasuhiko Nakashima: "A Programmable Approximate Calculation Unit Employing Time-Encoded Stochastic Computing Elements", Proc. 7'th Int'l Workshop on Computer Systems and Architectures(CSA19), pp.xxx-xxx, Nov. (2019)
◆Jun Iwamoto, Renyuan Zhang and Yasuhiko Nakashima: "Evaluation of a Chained Systolic Array with High-Speed Links", Proc. 7'th Int'l Workshop on Computer Systems and Architectures(CSA19), pp.xxx-xxx, Nov. (2019)
◆Dinh Dung Le, Thi Hong Tran and Yasuhiko Nakashima: "Run-Length Limited Decoding for Visible Light Communications: A Deep Learning Approach", 25th Asia-Pacific Conference on Communications (APCC2019), Nov. (2019)
◆Renyuan Zhang, Yan Chen, Takashi Nakada, and Y. Nakashima: "DiaNet: An Efficient Multi-Grained Re-configurable Neural Network in Silicon", IEEE International System-on-Chip Conf.(SOCC), Sep. (2019)
・新谷隆太, 中田尚, 中島康彦: "分散CNNにおける通信効率化のための圧縮技術の比較検討", 信学技報, vol.119, no.147, CPSY2019-36, Jul. (2019)
・本田卓, 岩本淳, 中島康彦: "リニアアレイによる逆行列計算の高速化手法と評価", 情報処理学会研究報告, Vol.2019-ARC-237, No.15, Jul. (2019)
◆M. 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 Y. Nakashima: "Neuromorphic System with Crosspoint-type Amorphous Ga-Sn-O Thin-Film Devices as Self-Plastic Synapse Elements", ECS Trans., Vol. 90, pp.157-166, doi: 10.1149/09001.0157ecst, Jul. (2019)
◆Renyuan Zhang, Takashi Nakada, and Yasuhiko Nakashima, "Programmable Analog Calculation Unit with Multiple Operands: A Solution of Efficient Vector-Computation", IEICE Trans. Fundamentals, Vol.E102-A, No.7, Jul. (2019)
◆Takahiro ICHIKURA, Yuma KIKUTANI, and Yasuhiko NAKASHIMA: "DSA並みの効率を達成するCNNs拡張機能付きCGRAの提案と評価", "A Proposal and Evaluation of a CGRA with CNNs Extension for Near Efficiency to DSA", IEICE Trans., Vol.J102-D, No.07, pp.477-490, Jul. (2019)
◆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, Vol.E102-C, No.7, pp.580-584, Jul. (2019)
◆【Outstanding Originality Award】Jun IWAMOTO, Yuma KIKUTANI, Renyuan ZHANG, and Yasuhiko NAKASHIMA: "CGRA Cascading for Narrow Memory Bandwidth and Low Cost", xSIG 2019: The 3rd. cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming, May. (2019)
◆Hiroya Ikeda, Hiroki Yamane, Yuki Shibayama, Mutsumi Kimura and Yasuhiko Nakashima: "Evaluation of neuromorphic hardware using cellular neural networks and oxide semiconductors", Advances in Parallel and Distributed Computational Models (APDCM2019), May. (2019)
◆Tati Erlina, Yan Chen, Renyuan Zhang and Yasuhiko Nakashima: "An Efficient Time-based Stochastic Computing Circuitry Employing Neuron-MOS", GLSVLSI2019, pp.51-56, May. (2019)
◆Sumio Sugisaki, Tokiyoshi Matsuda, Mutsunori Uenuma, Toshihide Nabatame, Yasuhiko Nakashima, Takahito Imai, Yusaku Magari, Daichi Koretomo, Mamoru Furuta, and Mutsumi Kimura: "Memristive characteristic of an amorphous Ga-Sn-O thin-film device", Scientific Reports 9, no2757, Feb. (2019)
・【講】Yasuhiko Nakashima: "Systolic Arrays as The Last Frontiers", Invited talk in IPB Seminar and UI seminar @ Indonesia, Jan. (2019)