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研究成果

年別の研究成果 1983 2015 2016 2017 2018 2019 2020 2021 2022 2025

• 276 学術論文
• 144 会議への寄与
• 11 会議記事
• 10 学会論文
• 24 その他
  • 10 総説
  • 6 章
  • 5 コメント/討論
  • 3 編集

年別の研究成果

年別の研究成果

検索結果

• 2024

  A Weight Ternary Ensemble Vision Transformer Toward Memory Size Reduction

  Kayanoma, R. & Nakahara, H., 2024, Proceedings - 2024 IEEE 54th International Symposium on Multiple-Valued Logic, ISMVL 2024. IEEE Computer Society, p. 155-160 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Vision Transformer 100%
  • Parameter Size 44%
  • Recognition Accuracy 33%
  • Image Classification 11%
  • Majority Voting 11%

• Gradient-Based Clean Label Backdoor Attack to Graph Neural Networks

  Meguro, R., Kato, H., Narisada, S., Hidano, S., Fukushima, K., Suganuma, T. & Hiji, M., 2024, Proceedings of the 10th International Conference on Information Systems Security and Privacy. Lenzini, G., Mori, P. & Furnell, S. (eds.). Science and Technology Publications, Lda, p. 510-521 12 p. (International Conference on Information Systems Security and Privacy; vol. 1).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  Open Access

  • Backdoors 100%
  • Graph Neural Network 100%
  • Neural Network Model 12%
  • Embedding Space 12%
  • Classification Task 12%
  2 被引用数 (Scopus)

• Loss Distillation via Gradient Matching for Point Cloud Completion with Weighted Chamfer Distance

  Lin, F., Liu, H., Zhou, H., Hou, S., Yamada, K. D., Fischer, G. S., Li, Y., Zhang, H. K. & Zhang, Z., 2024, 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2024. Institute of Electrical and Electronics Engineers Inc., p. 511-518 8 p. (IEEE International Conference on Intelligent Robots and Systems).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  Open Access

  • Point Cloud 100%
  • Loss Function 75%
  • New-State 25%
  • Good Candidate 25%
  • Robot 25%
• 2023

  A Consideration on Ternary Adversarial Generative Networks

  Nakamura, K. & Nakahara, H., 2023, Proceedings - 2023 IEEE 53rd International Symposium on Multiple-Valued Logic, ISMVL 2023. IEEE Computer Society, p. 1-6 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2023-May).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読
  1 被引用数 (Scopus)

• A Light-Weight Vision Transformer Toward Near Memory Computation on an FPGA

  Senoo, T., Kayanoma, R., Jinguji, A. & Nakahara, H., 2023, Applied Reconfigurable Computing. Architectures, Tools, and Applications - 19th International Symposium, ARC 2023, Proceedings. Palumbo, F., Keramidas, G., Voros, N. & Diniz, P. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 338-353 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14251 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Vision Transformer 100%
  • Recognition Accuracy 100%
  • Neural Network 100%
  • Time Processing 33%
  • Field Programmable Gate Arrays 33%
  1 被引用数 (Scopus)

• A Many-core Architecture for an Ensemble Ternary Neural Network Toward High-Throughput Inference

  Kayanoma, R., Jinguji, A. & Nakahara, H., 2023, Proceedings - 2023 16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023. Institute of Electrical and Electronics Engineers Inc., p. 446-453 8 p. (Proceedings - 2023 16th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2023).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Neural Network 100%
  • High Throughput 100%
  • Many-Core 100%
  • Core Architecture 100%
  • Recognition Accuracy 80%

• Flexible Laboratory Automation System Based on Distributed Framework: Implementation for Press Process in Polymer Materials Development

  Asano, Y., Yoneda, S., Kitai, K., Okada, K. & Shiomi, J., 2023, 2023 IEEE 19th International Conference on Automation Science and Engineering, CASE 2023. IEEE Computer Society, (IEEE International Conference on Automation Science and Engineering; vol. 2023-August).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Polymer Material 100%
  • Material Development 100%
  • Automation System 100%
  • Experimental Parameter 50%
  • Evaluation Function 50%
  2 被引用数 (Scopus)

• Hyperbolic Chamfer Distance for Point Cloud Completion

  Lin, F., Yue, Y., Hou, S., Yu, X., Xu, Y., Yamada, K. D. & Zhang, Z., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 14549-14560 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Euclidean Space 100%
  • Hyperbolic Space 100%
  • Deep Learning 100%
  • Euclidean Distance 100%
  • Loss Function 100%
  25 被引用数 (Scopus)

• Pattern Recognition of Partial Discharge Faults Using Convolutional Neural Network (CNN)

  Butdee, J., Kongprawechnon, W., Nakahara, H., Chayopitak, N., Kingkan, C. & Pupadubsin, R., 2023, 2023 8th International Conference on Control and Robotics Engineering, ICCRE 2023. Institute of Electrical and Electronics Engineers Inc., p. 61-66 6 p. (2023 8th International Conference on Control and Robotics Engineering, ICCRE 2023).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Pattern Recognition 100%
  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Conventional Method 50%
  • Power Transformer 50%
  6 被引用数 (Scopus)

• Statistical Modeling of Subjective Sleep Quality

  Choilek, S., Karashima, A., Motoike, I., Katayama, N., Kinoshita, K. & Nakao, M., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Quality of Sleep 100%
  • Statistical Modeling 100%
  • Sleep Quality 100%
  • Chronotype 33%
  • Demographic Characteristic 16%
• 2022

  Design and Implementation of a Data-Auditing Mechanism for Container Migration

  Uchibayashi, T., Apduhan, B., Suganuma, T. & Hiji, M., 2022, Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022. Fortino, G., Gravina, R., Guerrieri, A. & Savaglio, C. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Virtual Machine 100%
  • Computing Environment 50%
  • Proposed Mechanism 50%
  • Edge Computing 50%
  • Virtualization Technology 50%

• Designing Business Game by Student-Teacher Collaboration

  Hamada, R., Kaneko, T. & Hiji, M., 2022, Gaming, Simulation and Innovations: Challenges and Opportunities - 52nd International Simulation and Gaming Association Conference, ISAGA 2021, Revised Selected Papers. Dhar, U., Dubey, J., Dumblekar, V., Meijer, S. & Lukosch, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-253 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13219 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Student Teachers 100%
  • Japan 100%
  • Human Resources 100%
  • Thailand 100%
  • Individual Student 100%

• Fast Interface with Ensemble Ternary Neural Network

  Kayanoma, R. & Nakahara, H., 2022, Proceedings - 2022 IEEE 52nd International Symposium on Multiple-Valued Logic, ISMVL 2022. IEEE Computer Society, p. 182-187 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2022-May).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Neural Network 100%
  • Processing Speed 100%
  • Recognition Accuracy 42%
  • Data Center 28%
  • Hardware Accelerator 28%

• Optimizations of Ternary Generative Adversarial Networks

  Nakamura, K. & Nakahara, H., 2022, Proceedings - 2022 IEEE 52nd International Symposium on Multiple-Valued Logic, ISMVL 2022. IEEE Computer Society, p. 158-163 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2022-May).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Generative Adversarial Networks 100%
  • Discriminator 33%
  • Transform Data 33%
  5 被引用数 (Scopus)

• Toward a Container Migration Data-Auditing Mechanism for Edge Computing Environment

  Uchibayashi, T., Apduhan, B., Suganuma, T. & Hiji, M., 2022, Computational Science and Its Applications - ICCSA 2022 Workshops, Proceedings. Gervasi, O., Murgante, B., Misra, S., Rocha, A. M. A. C. & Garau, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 90-102 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13379 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Computing Environment 100%
  • Edge Computing 100%
  • Migration Data 100%
  • Computing Device 75%
  • Proposed Mechanism 25%
  1 被引用数 (Scopus)
• 2021

  A High-Throughput Detection Circuit based on 2^q+1-Valued Deep Neural Networks

  Soga, N., Kuramochi, R. & Nakahara, H., 2021 5月, Proceedings - 2021 IEEE 51st International Symposium on Multiple-Valued Logic, ISMVL 2021. IEEE Computer Society, p. 142-147 6 p. 9459668. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2021-May).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Deep Neural Network 100%
  • High Throughput 100%
  • Convolutional Layer 100%
  • Learning Model 100%
  • Neural Network 100%
  2 被引用数 (Scopus)

• A Multilayer Perceptron Training Accelerator using Systolic Array

  Senoo, T., Jinguji, A., Kuramochi, R. & Nakahara, H., 2021, 2021 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2021 and 2021 IEEE Conference on Postgraduate Research in Microelectronics and Electronics, PRIMEASIA 2021. Institute of Electrical and Electronics Engineers Inc., p. 77-80 4 p. (2021 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2021 and 2021 IEEE Conference on Postgraduate Research in Microelectronics and Electronics, PRIMEASIA 2021).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Multilayer Perceptron 100%
  • Graphics Processing Unit 100%
  • Systolic Arrays 100%
  • Field Programmable Gate Arrays 66%
  • Neural Network 33%
  4 被引用数 (Scopus)

• CFP RRT for an automatic robot in the narrow space and the trapped goal environment

  Bun, M., Kingkan, C., Kongprawechnon, W. & Nakahara, H., 2021 5月 19, ECTI-CON 2021 - 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology: Smart Electrical System and Technology, Proceedings. Kumsuwan, Y. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 737-741 5 p. 9454754. (ECTI-CON 2021 - 2021 18th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology: Smart Electrical System and Technology, Proceedings).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • path-planning 100%
  • Motion Planning 50%
  • Robot 50%
  • Local Minimum 50%
  • Obstacle Avoidance 50%
  1 被引用数 (Scopus)

• Countermeasures Against Backdoor Attacks Towards Malware Detectors

  Narisada, S., Matsumoto, Y., Hidano, S., Uchibayashi, T., Suganuma, T., Hiji, M. & Kiyomoto, S., 2021, Cryptology and Network Security - 20th International Conference, CANS 2021, Proceedings. Conti, M., Stevens, M. & Krenn, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 295-314 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13099 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Autoencoder 100%
  • Backdoors 100%
  • Malware Detector 100%
  • Malware 60%
  • Training Data 60%
  4 被引用数 (Scopus)

• 'Digital-Ji-in': A Framework for Sustainable Digital Identification Records Based on A Peer-to-peer Network

  Fujita, S., Taki, Y., Miyanishi, Y., Kakuta, T., Hiji, M., Sugawara, K., Shiratori, N., Moulin, C. & Gidel, T., 2021 5月 5, Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2021. Shen, W., Barthes, J.-P., Luo, J., Shi, Y. & Zhang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1281-1286 6 p. 9437610. (Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2021).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Peer to Peer Networks 100%
  • Use Case 50%

• Edge inference engine for deep random sparse neural networks with 4-bit cartesian-product MAC array and pipelined activation aligner

  Ando, K., Yu, J., Hirose, K., Nakahara, H., Kawamura, K., Van Chu, T. & Motomura, M., 2021 8月 22, 2021 IEEE Hot Chips 33 Symposium, HCS 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Hot Chips 33 Symposium, HCS 2021).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Neural Network 100%
  • Inference Engines 100%
  • Cartesian Product 100%
  • Convolutional Neural Network 100%
  • Artificial Intelligence 100%
  2 被引用数 (Scopus)

• Estimation of Retinotopic Map of Awake Mouse Brain Based upon Retino-Cortical Response Model

  Togawa, R., Nakao, M. & Katayama, N., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 4092-4094 3 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Model Response 100%
  • Visual Cortex 100%
  • Mouse Brain 100%
  • Optical Signal 66%
  • Eye Movement 50%
  1 被引用数 (Scopus)

• Resolving Migrant Issues in Thailand Using the Framework of ‘Simulation Game – Project PAL’

  Hamada, R., Iwasa, N., Kaneko, T. & Hiji, M., 2021, Simulation Gaming Through Times and Disciplines - 50th International Simulation and Gaming Association Conference, ISAGA 2019, Revised Selected Papers. Wardaszko, M., Meijer, S., Lukosch, H., Kanegae, H., Kriz, W. C. & Grzybowska-Brzezińska, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 343-357 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11988 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Physical Activity Level 100%
  • Simulation Games 100%
  • Thailand 100%
  • Gaming 100%
  • Excellent Opportunity 100%
• 2020

  2n+1-valued SSS-Net: Uniform Shift, Channel Sparseness, and Channel Shuffle

  Nakahara, H., 2020 11月, Proceedings - 2020 IEEE 50th International Symposium on Multiple-Valued Logic, ISMVL 2020. IEEE Computer Society, p. 200-205 6 p. 9308256. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2020-November).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Convolutional Neural Network 100%
  • Shift Operation 50%
  • Neural Network Model 25%
  • Big Data 25%
  • Computer Vision Applications 25%

• A Cloud VM Migration Control Mechanism Using Blockchain

  Uchibayashi, T., Apduhan, B., Suganuma, T. & Hiji, M., 2020, Computational Science and Its Applications – ICCSA 2020 - 20th International Conference, Proceedings. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blecic, I., Taniar, D., Apduhan, B. O., Rocha, A. M. A. C., Tarantino, E., Torre, C. M. & Karaca, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 221-235 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12252 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Blockchain 100%
  • Control Mechanism 100%
  • Internet-Of-Things 100%
  • Proposed Mechanism 50%
  • Web Service 50%
  3 被引用数 (Scopus)

• An FPGA-Based Low-Latency Accelerator for Randomly Wired Neural Networks

  Kuramochi, R. & Nakahara, H., 2020 8月, Proceedings - 30th International Conference on Field-Programmable Logic and Applications, FPL 2020. Mentens, N., Mentens, N., Sousa, L., Trancoso, P., Pericas, M. & Sourdis, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 298-303 6 p. 9221615. (Proceedings - 30th International Conference on Field-Programmable Logic and Applications, FPL 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Computational Unit 100%
  • Crossbar Switch 25%
  12 被引用数 (Scopus)

• A Reconfigurable Multithreaded Accelerator for Recurrent Neural Networks

  Que, Z., Nakahara, H., Fan, H., Meng, J., Tsoi, K. H., Niu, X., Nurvitadhi, E. & Luk, W., 2020 12月, Proceedings - 2020 International Conference on Field-Programmable Technology, ICFPT 2020. Institute of Electrical and Electronics Engineers Inc., p. 20-28 9 p. 9415593. (Proceedings - 2020 International Conference on Field-Programmable Technology, ICFPT 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Recurrent Neural Network 100%
  • Long Short-Term Memory Network 100%
  • Processing Unit 80%
  • Hardware Architecture 40%
  • Evaluation Result 20%
  8 被引用数 (Scopus)

• A Table Look-Up Based Ternary Neural Network Processor

  Suzuki, Y., Soga, N., Sato, S. & Nakahara, H., 2020 11月, Proceedings - 2020 IEEE 50th International Symposium on Multiple-Valued Logic, ISMVL 2020. IEEE Computer Society, p. 188-193 6 p. 9308281. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2020-November).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Neural Network 100%
  • Deep Neural Network 100%
  • Network Processor 100%
  • binarization 66%
  • Embedded Processor 66%
  6 被引用数 (Scopus)

• Design Method for an LUT Network-Based CNN with a Sparse Local Convolution

  Soga, N. & Nakahara, H., 2020 12月, Proceedings - 2020 International Conference on Field-Programmable Technology, ICFPT 2020. Institute of Electrical and Electronics Engineers Inc., p. 294-295 2 p. 9415568. (Proceedings - 2020 International Conference on Field-Programmable Technology, ICFPT 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読
  4 被引用数 (Scopus)

• Fast monocular depth estimation on an FPGA

  Sada, Y., Soga, N., Shimoda, M., Jinguji, A., Sato, S. & Nakahara, H., 2020 5月, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., p. 143-146 4 p. 9150333. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Depth Estimation 100%
  • Convolutional Neural Network 66%
  • Power Consumption 66%
  • Embedded Systems 66%
  • 3d Scenes 33%
  5 被引用数 (Scopus)

• High-Throughput Convolutional Neural Network on an FPGA by Customized JPEG Compression

  Nakahara, H., Que, Z. & Luk, W., 2020 5月, Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020. Institute of Electrical and Electronics Engineers Inc., p. 1-9 9 p. 9114817. (Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Convolutional Neural Network 100%
  • High Throughput 100%
  • Field Programmable Gate Arrays 100%
  • Data Transfer 50%
  • Network Layer 28%
  31 被引用数 (Scopus)

• Interactive Stickies: Low-latency projection mapping for dynamic interaction with projected images on a movable surface

  Kagami, S. & Hashimoto, K., 2020 8月 17, ACM SIGGRAPH 2020 Emerging Technologies, SIGGRAPH 2020. Association for Computing Machinery, 3407291. (ACM SIGGRAPH 2020 Emerging Technologies, SIGGRAPH 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  Open Access
  6 被引用数 (Scopus)

• Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization

  Takeno, S., Fukuoka, H., Tsukada, Y., Koyama, T., Shiga, M., Takeuchi, I. & Karasuyama, M., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 9276-9287 12 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-12).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Parallelization 100%
  • Approximation (Algorithm) 50%
  • World Application 50%
  • Objective Function 50%
  • Function Evaluation 50%
  38 被引用数 (Scopus)

• Noble Inheritance Mechanism of Digital Content for "digital-Ji-in" toward Sustainable Society

  Hiji, M., Hashi, Y., Kikuchi, K., Fujita, S., Miyanishi, Y. & Shiratori, N., 2020 11月, Proceedings - 2020 8th International Symposium on Computing and Networking Workshops, CANDARW 2020. Institute of Electrical and Electronics Engineers Inc., p. 254-259 6 p. 9355868. (Proceedings - 2020 8th International Symposium on Computing and Networking Workshops, CANDARW 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Digital Content 100%
  • Service 33%
  • Events 33%
  • Real World 33%
  • Development Effort 33%

• Optimizing Reconfigurable Recurrent Neural Networks

  Que, Z., Nakahara, H., Nurvitadhi, E., Fan, H., Zeng, C., Meng, J., Niu, X. & Luk, W., 2020 5月, Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020. Institute of Electrical and Electronics Engineers Inc., p. 10-18 9 p. 9114854. (Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Recurrent Neural Network 100%
  • Parallelism 100%
  • Long Short-Term Memory Network 66%
  • Evaluation Result 33%
  • Hardware Architecture 33%
  30 被引用数 (Scopus)

• Stronger targeted poisoning attacks against malware detection

  Narisada, S., Sasaki, S., Hidano, S., Uchibayashi, T., Suganuma, T., Hiji, M. & Kiyomoto, S., 2020, Cryptology and Network Security - 19th International Conference, CANS 2020, Vienna, Austria, December 14–16, 2020, Proceedings. Krenn, S., Shulman, H. & Vaudenay, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 65-84 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12579 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Malware 100%
  • Malware Detection 100%
  • Learning System 100%
  • Continuous Variable 66%
  • Machine Learning 33%
  4 被引用数 (Scopus)

• Tiny On-Chip Memory Realization of Weight Sparseness Split-CNNs on Low-end FPGAs

  Jinguji, A., Sato, S. & Nakahara, H., 2020 5月, Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020. Institute of Electrical and Electronics Engineers Inc., p. 229 1 p. 9114781. (Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2020).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Convolutional Neural Network 100%
  • Field Programmable Gate Arrays 100%
  • External Memory 80%
  • Memory Bandwidth 40%
  • Feature Map 40%
  1 被引用数 (Scopus)
• 2019

  A Dataflow Pipelining Architecture for Tile Segmentation with a Sparse MobileNet on an FPGA

  Sada, Y., Shimoda, M., Jinguji, A. & Nakahara, H., 2019 12月, Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019. Institute of Electrical and Electronics Engineers Inc., p. 267-270 4 p. 8977875. (Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019; vol. 2019-December).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Pipelining 100%
  • Field Programmable Gate Arrays 100%
  • Power Consumption 50%
  • segmentation algorithm 33%
  • Image Segmentation 16%
  5 被引用数 (Scopus)

• An FPGA implementation of real-time object detection with a thermal camera

  Shimoda, M., Sada, Y., Kuramochi, R. & Nakahara, H., 2019 9月, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C.-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 413-414 2 p. 8892223. (Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Object Detector 100%
  • Object Detection 100%
  • Field Programmable Gate Arrays 100%
  • Convolutional Neural Network 75%
  • Image Channel 50%
  15 被引用数 (Scopus)

• Filter-Wise Pruning Approach to FPGA Implementation of Fully Convolutional Network for Semantic Segmentation

  Shimoda, M., Sada, Y. & Nakahara, H., 2019, Applied Reconfigurable Computing - 15th International Symposium, ARC 2019, Proceedings. Nelson, B., Woods, R., Hochberger, C., Koch, A. & Diniz, P. (eds.). Springer Verlag, p. 371-386 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11444 LNCS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Image Segmentation 100%
  • Convolutional Network 100%
  • Embedded Systems 40%
  • Power Consumption 20%
  • Evaluation Board 20%
  13 被引用数 (Scopus)

• FPGA-based Accurate Pedestrian Detection with Thermal Camera for Surveillance System

  Kuramochi, R., Shimoda, M., Sada, Y., Sato, S. & Nakahara, H., 2019 12月, 2019 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2019. Andrews, D., Cumplido, R., Feregrino, C. & Platzner, M. (eds.). Institute of Electrical and Electronics Engineers Inc., 8994773. (2019 International Conference on Reconfigurable Computing and FPGAs, ReConFig 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Object Detection 100%
  • Field Programmable Gate Arrays 100%
  • Surveillance System 100%
  • Time Processing 66%
  • thermal image 66%
  3 被引用数 (Scopus)

• FPGA-based training accelerator utilizing sparseness of convolutional neural network

  Nakahara, H., Sada, Y., Shimoda, M., Sayama, K., Jinguji, A. & Sato, S., 2019 9月, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C.-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 180-186 7 p. 8892059. (Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Convolutional Neural Network 100%
  • Field Programmable Gate Arrays 100%
  • Graphics Processing Unit 40%
  • Convolution Operation 20%
  • Training System 20%
  21 被引用数 (Scopus)

• Many universal convolution cores for ensemble sparse convolutional neural networks

  Kuramochi, R., Sada, Y., Shimoda, M., Sato, S. & Nakahara, H., 2019 10月, Proceedings - 2019 IEEE 13th International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2019. Institute of Electrical and Electronics Engineers Inc., p. 93-100 8 p. 8906726. (Proceedings - 2019 IEEE 13th International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Convolutional Neural Network 100%
  • Recognition Accuracy 54%
  • Many-Core 18%
  • Neural Network Model 9%
  • Neural Network 9%
  1 被引用数 (Scopus)

• Noise Convolutional Neural Networks and FPGA Implementation

  Munakata, A., Nakahara, H. & Sato, S., 2019 5月, Proceedings - 2019 IEEE 49th International Symposium on Multiple-Valued Logic, ISMVL 2019. IEEE Computer Society, p. 85-90 6 p. 8758774. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2019-May).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Field Programmable Gate Arrays 100%
  • Convolutional Neural Network 100%
  • Pattern Recognition 100%
  • Recognition Accuracy 50%
  • Convolution Layer 33%

• On Embedding Backdoor in Malware Detectors Using Machine Learning

  Sasaki, S., Hidano, S., Uchibayashi, T., Suganuma, T., Hiji, M. & Kiyomoto, S., 2019 8月, 2019 17th International Conference on Privacy, Security and Trust, PST 2019 - Proceedings. Ghorbani, A., Ray, I., Lashkari, A. H., Zhang, J. & Lu, R. (eds.). Institute of Electrical and Electronics Engineers Inc., 8949034. (2019 17th International Conference on Privacy, Security and Trust, PST 2019 - Proceedings).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Backdoors 100%
  • Malware Detector 100%
  • Machine Learning 100%
  • Learning System 100%
  • Malware Detection 75%
  12 被引用数 (Scopus)

• Perception of motion-adaptive color images displayed by a high-speed DMD projector

  Oshiro, W., Kagami, S. & Hashimoto, K., 2019 3月, 26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1790-1793 4 p. 8797850. (26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Color Image 100%
  • Digital Micromirror Device 100%
  • Displayed Image 100%
  • Adaptability 66%
  • Image Quality 50%
  4 被引用数 (Scopus)

• Policy management technique using blockchain for cloud VM migration

  Uchibayashi, T., Apduhan, B. O., Shiratori, N., Suganuma, T. & Hiji, M., 2019 8月, Proceedings - IEEE 17th International Conference on Dependable, Autonomic and Secure Computing, IEEE 17th International Conference on Pervasive Intelligence and Computing, IEEE 5th International Conference on Cloud and Big Data Computing, 4th Cyber Science and Technology Congress, DASC-PiCom-CBDCom-CyberSciTech 2019. Institute of Electrical and Electronics Engineers Inc., p. 360-362 3 p. 8890425. (Proceedings - IEEE 17th International Conference on Dependable, Autonomic and Secure Computing, IEEE 17th International Conference on Pervasive Intelligence and Computing, IEEE 5th International Conference on Cloud and Big Data Computing, 4th Cyber Science and Technology Congress, DASC-PiCom-CBDCom-CyberSciTech 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Web Service 100%
  • Blockchain 100%
  • Policy Management 100%
  • Traditional Method 50%
  • Cloud Management 50%
  6 被引用数 (Scopus)

• Real-time multi-pedestrian detection in surveillance camera using FPGA

  Jinguji, A., Sada, Y. & Nakahara, H., 2019 9月, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C.-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 424-425 2 p. 8892003. (Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Surveillance Camera 100%
  • Field Programmable Gate Arrays 100%
  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Object Detection 85%
  8 被引用数 (Scopus)

• Relationship between Dynamics of Physiological Signals and Subjective Quality of Life and Its Lifestyle Dependency

  Amano, R., Karashima, A., Motoike, I., Katayama, N., Kinoshita, K. & Nakao, M., 2019 7月, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 546-549 4 p. 8857083. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Sleep Quality 100%
  • Heart Rate Variability 50%
  4 被引用数 (Scopus)
• 2018

  A demonstration of FPGA-based you only look once version2 (YOLOv2)

  Nakahara, H., Shimoda, M. & Sato, S., 2018 11月 9, Proceedings - 2018 International Conference on Field-Programmable Logic and Applications, FPL 2018. Institute of Electrical and Electronics Engineers Inc., p. 457-458 2 p. 8532491. (Proceedings - 2018 International Conference on Field-Programmable Logic and Applications, FPL 2018).

  研究成果: 書籍の章/レポート/Proceedings › 会議への寄与 › 査読

  • Object Detector 100%
  • Deep Convolutional Neural Networks 100%
  • Field Programmable Gate Arrays 100%
  • YOLO 100%
  • Convolutional Neural Network 100%
  20 被引用数 (Scopus)