2,060 research outputs found

    A study on decoding models for the reconstruction of hand trajectories from the human magnetoencephalography

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    Decoding neural signals into control outputs has been a key to the development of brain-computer interfaces (BCIs). While many studies have identified neural correlates of kinematics or applied advanced machine learning algorithms to improve decoding performance, relatively less attention has been paid to optimal design of decoding models. For generating continuous movements from neural activity, design of decoding models should address how to incorporate movement dynamics into models and how to select a model given specific BCI objectives. Considering nonlinear and independent speed characteristics, we propose a hybrid Kalman filter to decode the hand direction and speed independently. We also investigate changes in performance of different decoding models (the linear and Kalman filters) when they predict reaching movements only or predict both reach and rest. Our offline study on human magnetoencephalography (MEG) during point-to-point arm movements shows that the performance of the linear filter or the Kalman filter is affected by including resting states for training and predicting movements. However, the hybrid Kalman filter consistently outperforms others regardless of movement states. The results demonstrate that better design of decoding models is achieved by incorporating movement dynamics into modeling or selecting a model according to decoding objectives.open0

    A Criticality Analysis of the GBC-32 Dry Storage Cask with Hanbit Nuclear Power Plant Unit 3 Fuel Assemblies from the Viewpoint of Burnup Credit

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    AbstractNuclear criticality safety analyses (NCSAs) considering burnup credit were performed for the GBC-32 cask. The used nuclear fuel assemblies (UNFAs) discharged from Hanbit Nuclear Power Plant Unit 3 Cycle 6 were loaded into the cask. Their axial burnup distributions and average discharge burnups were evaluated using the DeCART and Multi-purpose Analyzer for Static and Transient Effects of Reactors (MASTER) codes, and NCSAs were performed using SCALE 6.1/STandardized Analysis of Reactivity for Burnup Credit using SCALE (STARBUCS) and Monte Carlo N-Particle transport code, version 6 (MCNP 6). The axial burnup distributions were determined for 20 UNFAs with various initial enrichments and burnups, which were applied to the criticality analysis for the cask system. The UNFAs for 20- and 30-year cooling times were assumed to be stored in the cask. The criticality analyses indicated that keff values for UNFAs with nonuniform axial burnup distributions were larger than those with a uniform distribution, that is, the end effects were positive but much smaller than those with the reference distribution. The axial burnup distributions for 20 UNFAs had shapes that were more symmetrical with a less steep gradient in the upper region than the reference ones of the United States Department of Energy. These differences in the axial burnup distributions resulted in a significant reduction in end effects compared with the reference

    Possible Use Case of the Multidisciplinary Approach of Art Collaboration

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    898-901Recognizing that much of art collaboration projects undertaken by businesses today consume art for simple marketing purposes only and that even academic research on art collaboration is lopsidedly focused on the marketing function thereof, this study explores prospects for long-term collaboration between fine art and businesses. Contrasting the majority of one-time marketing events that have been organized in the form of art collaboration by innumerable businesses so far, the partnership between Unilever and Tate Modern, on the one hand, and Hyundai Motorā€™s culture and art projects, on the other, are distinct for their long-term commitment to culture and the arts. These two cases have opened up new possibilities for not only artists, but also businesses and consumers. Taking inspiration from Rosalind Kraussā€™ emphasis on ā€œreinventing the mediumā€ as the ā€œpost-medium conditionā€ defining contemporary art, this study explores the importance of aesthetic value to long-term collaboration between fine art and commerce, and examines the broader horizon of opportunities that such collaboration opens up for both sides

    Possible Use Case of the Multidisciplinary Approach of Art Collaboration

    Get PDF
    Recognizing that much of art collaboration projects undertaken by businesses today consume art for simple marketing purposes only and that even academic research on art collaboration is lopsidedly focused on the marketing function thereof, this study explores prospects for long-term collaboration between fine art and businesses. Contrasting the majority of one-time marketing events that have been organized in the form of art collaboration by innumerable businesses so far, the partnership between Unilever and Tate Modern, on the one hand, and Hyundai Motorā€™s culture and art projects, on the other, are distinct for their long-term commitment to culture and the arts. These two cases have opened up new possibilities for not only artists, but also businesses and consumers. Taking inspiration from Rosalind Kraussā€™ emphasis on ā€œreinventing the mediumā€ as the ā€œpost-medium conditionā€ defining contemporary art, this study explores the importance of aesthetic value to long-term collaboration between fine art and commerce, and examines the broader horizon of opportunities that such collaboration opens up for both sides

    Bucillamine prevents cisplatin-induced ototoxicity through induction of glutathione and antioxidant genes.

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    Bucillamine is used for the treatment of rheumatoid arthritis. This study investigated the protective effects of bucillamine against cisplatin-induced damage in auditory cells, the organ of Corti from postnatal rats (P2) and adult Balb/C mice. Cisplatin increases the catalytic activity of caspase-3 and caspase-8 proteases and the production of free radicals, which were significantly suppressed by pretreatment with bucillamine. Bucillamine induces the intranuclear translocation of Nrf2 and thereby increases the expression of Ī³-glutamylcysteine synthetase (Ī³-GCS) and glutathione synthetase (GSS), which further induces intracellular antioxidant glutathione (GSH), heme oxygenase 1 (HO-1) and superoxide dismutase 2 (SOD2). However, knockdown studies of HO-1 and SOD2 suggest that the protective effect of bucillamine against cisplatin is independent of the enzymatic activity of HO-1 and SOD. Furthermore, pretreatment with bucillamine protects sensory hair cells on organ of Corti explants from cisplatin-induced cytotoxicity concomitantly with inhibition of caspase-3 activation. The auditory-brainstem-evoked response of cisplatin-injected mice shows marked increases in hearing threshold shifts, which was markedly suppressed by pretreatment with bucillamine in vivo. Taken together, bucillamine protects sensory hair cells from cisplatin through a scavenging effect on itself, as well as the induction of intracellular GSH
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