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A Modified Eigenvector Method for Blind Deconvolution of MIMO Systems Using the Matrix Pseudo-Inversion Lemma

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Circuits and Systems 2011年第1期2卷 7-13页

作者： mitsuru kawamoto Kiyotaka Kohno Yujiro Inouye Koichi Kurumatani 不详

Recently we have developed an eigenvector method (EVM) which can achieve the blind deconvolution (BD) for MIMO systems. One of attractive features of the proposed algorithm is that the BD can be achieved by calculating the eigenvectors of a matrix relevant to it. However, the performance accuracy of the EVM depends highly on computational results of the eigenvectors. In this paper, by modifying the EVM, we propose an algorithm which can achieve the BD without calculating the eigenvectors. Then the pseudo-inverse which is needed to carry out the BD is calculated by our proposed matrix pseudo-inversion lemma. Moreover, using a combination of the conventional EVM and the modified EVM, we will show its performances comparing with each EVM. Simulation results will be presented for showing the effectiveness of the proposed methods.

关键词： Blind Signal Processing Blind Deconvolution Eigenvector Methods Super-Exponential Mthods MIMO Systems Matrix Pseudo-Inversion Lemma

Symmetric silicon microring resonator optical crossbar array for accelerated inference and training in deep learning

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Photonics Research 2024年第08期12卷 1681-1688页

作者： RUI TANG SHUHEI OHNO KEN TANIZAWA KAZUHIRO IKEDA MAKOTO OKANO KASIDIT TOPRASERTPONG SHINICHI TAKAGI mitsuru TAKENAKA Department of Electrical Engineering and Information Systems The University of Tokyo Quantum ICT Research Institute Tamagawa University National Institute of Advanced Industrial Science and Technology

Photonic integrated circuits are emerging as a promising platform for accelerating matrix multiplications in deep learning, leveraging the inherent parallel nature of light. Although various schemes have been proposed and demonstrated to realize such photonic matrix accelerators, the in situ training of artificial neural networks using photonic accelerators remains challenging due to the difficulty of direct on-chip backpropagation on a photonic chip. In this work, we propose a silicon microring resonator(MRR) optical crossbar array with a symmetric structure that allows for simple on-chip backpropagation, potentially enabling the acceleration of both the inference and training phases of deep learning. We demonstrate a 4 × 4 circuit on a Si-on-insulator platform and use it to perform inference tasks of a simple neural network for classifying iris flowers, achieving a classification accuracy of 93.3%. Subsequently, we train the neural network using simulated on-chip backpropagation and achieve an accuracy of 91.1% in the same inference task after training. Furthermore, we simulate a convolutional neural network for handwritten digit recognition, using a 9 × 9 MRR crossbar array to perform the convolution operations. This work contributes to the realization of compact and energy-efficient photonic accelerators for deep learning.

关键词： Deep learning Neural networks Optical signals Photonic integrated circuits Silicon Stochastic gradient descent

Laparoscopic approach to suspected T1 and T2 gallbladder carcinoma

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World Journal of Gastroenterology 2017年第14期23卷 2556-2565页

作者： Yusuke Ome Kazuki Hashida mitsuru Yokota Yoshio Nagahisa Michio Okabe Kazuyuki kawamoto Department of Surgery Kurashiki Central Hospital

AIM To evaluate a laparoscopic approach to gallbladder lesions including polyps, wall-thickening lesions, and suspected T1 and T2 gallbladder cancer(GBC).METHODS We performed 50 cases of laparoscopic whole-layer cholecystectomy(LCWL) and 13 cases of laparoscopic gallbladder bed resection(LCGB) for those gallbladder lesions from April 2010 to November 2016. We analyzed the short-term and long-term results of our laparoscopic approach. RESULTS The median operation time was 108 min for LCWL and 211 min for LCGB. The median blood loss was minimal for LCWL and 28 ml for LCGB. No severe morbidity occurred in either procedure. Nine patients who underwent LCWL and 7 who underwent LCGB were postoperatively diagnosed with GBC. One of these patients had undergone LCGB for pathologically diagnosed T2 GBC after LCWL. All of the final surgical margins were negative. Three of these 15 patients underwent additional open surgery. The mean follow-up period was 26 mo, and only one patient developed *** LCWL and LCGB are safe and useful procedures that allow complete resection of highly suspected or earlystage cancer and achieve good short-term and longterm results.

关键词： Laparoscopic cholecystectomy Whole-layer cholecystectomy Gallbladder bed resection Radical cholecystectomy Gallbladder carcinoma

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日本站前广场的建设特征及对我国的启示

都市快轨交通 2024年第3期37卷 170-177页

作者：马飞太田充徐畅日本筑波大学系统情报工学院日本筑波北京大学城市规划与设计学院广东深圳518055

随着中国轨道交通和城市化进程的不断发展,单一功能的站前广场规划已无法满足当下多样化的城市建设需求。本研究通过对日本站前广场的建设历史和相关规划标准的梳理,针对日本多个不同级别城市的站前广场进行实地调研,并且分析代表性案... 详细信息

随着中国轨道交通和城市化进程的不断发展,单一功能的站前广场规划已无法满足当下多样化的城市建设需求。本研究通过对日本站前广场的建设历史和相关规划标准的梳理,针对日本多个不同级别城市的站前广场进行实地调研,并且分析代表性案例的空间规划和开发方式,总结出日本站前广场的规划经验:重视站前广场在站城一体化开发中的空间调节作用,根据规划需求调整广场的城市功能;广场建设要结合站点周边地区发展特点,注重广场的灵活布局和多样化利用;广场规划各阶段设立合作组织,注重广场各建设部门的相互沟通和责任划分以及制定持续的利用者参与机制和完善的广场运营制度等,以期为中国轨道交通可持续发展和合理的城市空间规划提供参考和借鉴。

关键词：日本铁路公共交通城市空间站点开发站前广场

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Temporal variation in modal properties of a base-isolated building during an earthquake

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2010年第1期11卷 1-8页

作者： Izuru TAKEWAKI mitsuru NAKAMURA Department of Urban and Environmental Engineering Graduate School of EngineeringKyoto University Technical Research Institute Obayashi Corporation

Temporal variation of dynamical modal properties of a base-isolated building is investigated using earthquake records in the building. A batch processing least-squares estimation method is applied to segment-wise time-series data. To construct an input-output system,an auto-regressive model with exogenous input (ARX) of second-order including a forgetting coefficient as a weighting coefficient is used for the estimation of modal parameters. The fundamental and second natural frequencies and the damping ratios of the fundamental and second natural modes of the base-isolated building are identified in the time domain. The identified results are consistent with the results obtained from the micro-tremor vibration data,forced-vibration test data and earthquake records in the present base-isolated building in the case of taking into account the amplitude-dependency of the isolators and viscous dampers. It is finally pointed out that several factors,e.g.,amplitude dependency of the isolator and damper system and special characteristics of the series-type viscous damper system,may be related complicatedly with the temporal variation in modal properties of the above-mentioned system.

关键词： System identification Shear building model Modal parameters Batch processing least-squares estimation method Forgetting coefficient Auto-regressive model with exogenous input (ARX) model

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Advances in traction methods for endoscopic submucosal dissection:What is the best traction method and traction direction?

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World Journal of Gastroenterology 2022年第1期28卷 1-22页

作者： mitsuru Nagata Department of Endoscopy Shonan Fujisawa Tokushukai HospitalKanagawa 251-0041Japan

Endoscopic submucosal dissection(ESD)has been developed as a treatment for superficial gastrointestinal neoplasms,which can achieve en bloc resection regardless of the lesion ***,ESD is technically difficult because endoscopists cannot bring their hand into the gastrointestinal tract,unlike surgeons in regular *** is difficult to obtain sufficient tension in the dissection plane and a good field of ***,ESD is associated with a long procedure time and a high risk of adverse events in comparison with endoscopic mucosal *** methods have been developed to provide sufficient tension for the dissection plane and a good field of vision during the ESD ***,traction direction is limited in most traction methods,resulting in insufficient effect in some *** traction direction is considered important,there have been few investigations of its *** the first half of this review,important traction methods are discussed,including traction *** second half,appropriate traction methods for each organ are *** important considerations for traction method,such as ability to adjust traction strength,interference between traction device and endoscope,and the need for specialized devices are also discussed.

关键词： Endoscopic submucosal dissection Traction method Countertraction Traction direction Vertical traction

Spermatogonial stem cells： progress and prospects

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Asian Journal of Andrology 2015年第5期17卷 771-775,I0007-I0008页

作者： mitsuru Komeya Takehiko Ogawa Department of Urology Graduate School of Medicine Yokohama City University Yokohama 236-0004 Japan Laboratory of Proteomics Institute of Molecular Medicine and Life Science Yokohama City University Association of Medical Science Yokohama 236-0004 Japan

Twenty years ago, the transplantation of spermatogonial stem cells （SSCs） from a mouse to other recipient mice was shown to be feasible, which clearly demonstrated the functional identity of SSCs. Since then, several important new findings and other technical developments have followed, which included a new hypothesis on their cell kinetics and spermatogonial hierarchy in the testis, a culture method allowing their self-renewal and proliferation, a testis tissue organ culture method, which induced their complete differentiation up to sperm, and the in vitro induction of germ cells from embryonic stem cells and induced pluripotent stem cells. These advancements reinforced or advanced our understanding of this unique cell. Nonetheless, there are many unresolved questions in the study of spermatogonial stem cells and a long road remains until these cells can be used clinically in reproductive medicine.

关键词： in vitro spermatogenesis male infertility organ culture

Functionalization of silica nanoparticles for nucleic acid delivery

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Nano Research 2018年第10期11卷 5219-5239页

作者： Rimpei Kamegawa mitsuru Naito Kanjiro Miyata Department of Materials Engineering Graduate School of Engineering The University of Tokyo Tokyo 113-8656 Japan Center for Disease Biology and Integrative Medicine Graduate School of Medicine The University of Tokyo Tokyo 113-0033 Japan

Silica nanoparticles （SiNPs） have been widely engineered for biomedical applications, such as bioimaging and drug delivery, because of their high tunability, which allows them to perform specific functions. In this review, we discuss the functionalization and performance of SiNPs for nucleic acid delivery. Nucleic acids, including plasmid DNA （pDNA） and small interfering RNA （siRNA）, constitute the next generation molecular drugs for the treatment of intractable diseases. However, their low bioavailability requires delivery systems that can circumvent nuclease attack and kidney filtration to ensure efficient access to the target cell cytoplasm or nucleus. First, we discussed the biological significance of nucleic acids and the parameters required for their successful delivery. Next, we reviewed SiNP designing for nucleic acid delivery with respect to nucleic acid loading and release, cellular uptake, endosomal escape, and biocompatibility. In addition, we discussed the co-delivery potential of SiNPs. Finally, we analyzed the current challenges and future directions of SiNPs for advanced nucleic acid delivery.

关键词： silica nanoparticle mesoporous silica silica coating nucleic acid drug delivery

Enhancement of Antitumor Effect of Tegafur/Uracil(UFT) plus Leucovorin by Combined Treatment with Protein-Bound Polysaccharide,PSK,in Mouse Models

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Cellular & Molecular Immunology 2007年第4期4卷 295-299页

作者： Ryoji Katoh mitsuru Ooshiro Department of Surgery Toho University Sakura Medical CenterSakura-shiChibaJapan

We evaluated the antitumor effect of combined therapy with tegafur/uracil （UFT） plus leucovorin （LV）（UFT/LV） and protein-bound polysaccharide, PSK, in three mouse models of transplantable tumors. UFT/LV showed antitumor effect against Meth A sarcoma, and the antitumor effect was enhanced when PSK given concomitantly. UFT/LV showed antitumor effect to Lewis lung carcinoma and PSK alone also showed antitumor effect at high dose, but a combination of UFT/LV and PSK resulted in no enhanced antitumor effect. Colon 26 carcinoma was weakly responsive to UFT/LV, and no enhancement of antitumor effect was found even PSK was used in combination. In conclusion, while the effect of PSK varies depending on tumor, combined use of UFT/LV and PSK may be expected to augment the antitumor effect.

关键词： UFF leucovorin PSK Meth A Lewis lung carcinoma colon 26 antitumor effect

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