・新村純平, 生島恵典, 田中遼, 山川大樹, 近藤厚志, 柴山友輝, 津野拓海, 中島康彦, 木村睦: "Ga-Sn-O薄膜を用いたニューラルネットワークの文字認識", 映像情報メディア学会, IDY2018-62, pp.45-48, Dec. (2018)
・柴山友輝, 山川大樹, 生島恵典, 杉崎澄生, 木村睦, 中島康彦: "脳型集積システムのためのIGZO薄膜シナプス", 映像情報メディア学会, IDY2018-63, pp.49-52, Dec. (2018)
【講】中島康彦: "AI専用ハードを横目に見ながらやるべきこと", 信学技報, vol.118, no.339, CPSY2018-37, pp.3-8, Dec. (2018)
・西本宏樹, 中田尚, 中島康彦: "変分混合ガウスモデルアクセラレータ設計のための変分推論アルゴリズムの解析", 信学技報, vol.118, no.334, VLD2018-62, pp.155-160, Dec. (2018)
・岩本淳, 菊谷雄真, 中島康彦: "ユニット内フィードバックによるリニアアレイの多重ループ対応手法", 信学技報, vol.118, no.339, CPSY2018-40, pp.33-38, Dec. (2018)
・Tati Erlina, Renyuan Zhang, Yasuhiko Nakashima: "An Efficient Multiplier Employing Time-Encoded Stochastic Computing Circuit", 信学技報, vol.118, no.339, CPSY2018-41, pp.47-52, Dec. (2018)
◆Dinh Dung Le, Thi Hong Tran and Yasuhiko Nakashima: "Log-Likelihood Ratio Calculation using 3-bit Soft-Decision for Error Correction in Visible Light Communication Systems", IEICE Trans., Vol.E101-A, No.12, pp.2210-2212, Dec. (2018)
◆Hiroya Ikeda, Hiroki Yamane, Yuki Shibayama, Mutsumi Kimura and Yasuhiko Nakashima: "Evaluation of letter reproduction system using cellular neural network and oxide semiconductor synapses by logic simulation", WANC(poster) held in conjunction with CANDAR'18, Takayama, Japan, Dec. (2018)
◆【Best Paper Award】Tuan Kiet Tran, Duc Phuc Nguyen, Dinh Dung Le, Thi Hong Tran, Huu Thuan Huynh and Yasuhiko Nakashima: "Demonstration of A Visible Light Receiver Using Rolling-Shutter Smartphone Camera", ATC'18, pp.214-219, Oct. (2018)
◆Duc Phuc Nguyen, Dinh Dung Le, Thi Hong Tran, Huu-Thuan Huynh, and Yasuhiko Nakashima: "Hardware Implementation of A Non-RLL Soft-decoding Beacon-based Visible Light Communication Receiver", ATC'18, pp.208-213, Oct. (2018)
◆Dai Long Hoang, Thi Hong Tran and Yasuhiko Nakashima: "Performance Evaluation of 802.11ah Physical Layer Phase Encryption for IoT Applications", ATC'18, pp.84-88, Oct. (2018)
◆Renyuan Zhang, Noriyuki Uetake, Takashi Nakada and Yasuhiko Nakashima: "Design of Programmable Analog Calculation Unit by Implementing Support Vector Regression for Approximate Computing", IEEE MICRO, pp.73-82, Dec. (2018)
◆Hoai Luan Pham, Thi-Hong TRAN and Yasuhiko Nakashima: "A Secure Remote Healthcare System for Hospital Using Blockchain Smart Contract", IEEE GLOBECOM 2018 Workshops: Blockchain in IoT, Dec. (2018)
【講】Yasuhiko Nakashima: "The End of Normal Computing Era -The Opportunuty of Next Generation Computingd-", Invited speech in YNU-NAIST Summer Workshop @ Ynnan Univ., Jul. (2018)
◆Daiki Yamakawa, Yuki Shibayama, Hiroki Yamane, Yasuhiko Nakashima, and Mutsumi Kimura: "Cellular Neural Network using IGZO Thin Film as Synapses and LSI as Neurons", AM-FPD 2018, Jul, (to be preesnted) (2018)
◆Keisuke Ikushima, Junpei Shimura, Tokiyoshi Matsuda, Mutsumi Kimura, Hiroki Yamane and Yasuhiko Nakashima: "Research and Development of Ga-Sn-O Thin Films for Application to Neural Networks", AM-FPD 2018, Jul, (to be preesnted) (2018)
◆Ryo Tanaka, Isao Horiuchi, Yukio Mogi, Yasushi Hiroshima, Yasuhiko Nakashima, and Mutsumi Kimura: "Cross-point Device using Ta2O5/Ta Layer for Synapse Element in Neural Network", AM-FPD 2018, Jul, (to be preesnted) (2018)
◆Yuki Shibayama, Daiki Yamakawa, Mutsumi Kimura and Yasuhiko Nakashima: "In-Ga-Zn-O Thin Film Synapse in Neural Network Using LSI", IMFEDK 2018, Jun, (to be preesnted) (2018)
◆【xSIG:Outstanding M1 Student Award】平賀由利亜, 福岡久和, 三谷剛正, 中田尚, 中島康彦: "共有 CNN を用いた高効率な分割推論実行モデル", xSIG 2018: The 2nd. cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming, Apr. (2018)
◆Noriyuki Uetake, Renyuan Zhang, Takashi Nakada, and Yasuhiko Nakashima: "A Programmable Analog Calculation Unit for Vector Computations", IEEE Symposium on Low-Power and High-Speed Chips 2018, Apr. (2018)
◆Takahiro Ichikura, Ryusuke Yamano, Yuma Kikutani, Renyuan Zhang, and Yasuhiko Nakashima: "EMAXVR: A Programmable Accelerator Employing Near ALU Utilization to DSA", IEEE Symposium on Low-Power and High-Speed Chips 2018, Apr. (2018)
【Keynote】Yasuhiko Nakashima: "The End of Normal-computing Era. The Opportunity of Next Computations", International Workshop on Frontiers in Computing Systems and Wireless Communications (FOSCOM 2018), Mar. (2018)
【電子情報通信学会関西支部学生会研究発表講演会奨励賞】菊谷雄真, 山野龍佑, 一倉孝宏, 中島康彦: "エッジコンピューティング向けアクセラレータの実装と評価", 電子情報通信学会関西支部第23回研究発表講演会, Mar. (2018)
・菊谷雄真, 山野龍佑, 一倉孝宏, 中島康彦: "時分割多重実行型シストリックリングの実装と評価", 信学技報, vol.117, no.378, CPSY2017-111, pp.31-36, Jan. (2018)
◆Hoang Gia Vu, Takashi Nakada, and Yasuhiko Nakashima: "Efficient Multitasking on FPGA Using HDL-based Checkpointing", 14th International Symposium on Applied Reconfigurable Computing (ARC2018), pp.1-3, May. (2018)
◆Mutsumi Kimura, Yuki Koga, Hiroki Nakanishi, Tokiyoshi Matsuda, Tomoya Kameda, and Yasuhiko Nakashima: , "In-Ga-Zn-O Thin-Film Devices as Synapse Elements in a Neural Network", IEEE J. Electron Devices Society, pp.100-105, Apr. (2018)
◆Duc-Phuc NGUYEN, Thi-Hong TRAN, Dinh-Dung LE, Yasuhiko NAKASHIMA: "Non-RLL DC-Balance based on a Pre-scrambled Polar Encoder for Beacon-based Visible Light Communication Systems", International Conference and Exhibition on Visible Light Communications 2018 (ICEVLC2018), Mar. (2018)
◆Hoang-Gia VU, Shinya TAKAMAEDA-YAMAZAKI, Takashi NAKADA, and Yasuhiko NAKASHIMA: "A Tree-based Checkpointing Architecture for the Dependability of FPGA Computing", IEICE Trans., Vol.E101-D, No.2, pp.288-302, Feb. (2018)
◆D.D. Le, D.P., Nguyen, Thi Hong Tran, Y. Nakashima: "Joint Polar and Run-length Limitted Decoding Scheme for Visible Light Communication Systems", IEICE Communications Express Letter, Vol.7, Issue 1, pp.19-24, Jan. (2018)