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Research Topic : Neural coding
Australian State/Territory : VIC
Australian State/Territory : SA
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  • Funded Activity

    Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0882889

    Funder
    Australian Research Council
    Funding Amount
    $150,000.00
    Summary
    History, the archives and new technologies: developing the Australian women's archives project. This project will create and define generic tools and services to increase the productivity of those involved with the creation, maintenance and use of source material for humanities research. It will provide a pathway to move this infrastructure onto a more sustainable footing and address issues of information overload, authority and quality facing researchers in the networked digital age. This imper .... History, the archives and new technologies: developing the Australian women's archives project. This project will create and define generic tools and services to increase the productivity of those involved with the creation, maintenance and use of source material for humanities research. It will provide a pathway to move this infrastructure onto a more sustainable footing and address issues of information overload, authority and quality facing researchers in the networked digital age. This imperative is seen by scholars and representatives of the nation's major collecting institutions as a primary limiting factor in the contemporary research environment. The project will enhance Australia's reputation as a world leader in the development of web-based information infrastructure to support research and scholarship.
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    Funded Activity

    Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0347122

    Funder
    Australian Research Council
    Funding Amount
    $200,000.00
    Summary
    Australian Women's Archives Project (AWAP). Australian Women's Archives Project aims to enhance infrastructure for researchers in the field of women's and gender history by constructing appropriate data bases and a range of other electronic sources of information, and by improving the preservation and accessibility of records and archives relevant to this prominent and growing field. Project outcomes will include support for the production of cutting edge academic historical works and simultaneo .... Australian Women's Archives Project (AWAP). Australian Women's Archives Project aims to enhance infrastructure for researchers in the field of women's and gender history by constructing appropriate data bases and a range of other electronic sources of information, and by improving the preservation and accessibility of records and archives relevant to this prominent and growing field. Project outcomes will include support for the production of cutting edge academic historical works and simultaneously, the significant contribution of an essential information resource base for Australian women. The Australian Women's Archives Project employs innovative technologies and adheres to state-of-the-art international standards for electronic management of historical information. The roles of AWAP's Chief Investigators reflect the use of these new forms of information management: CIs both create and utilise the products of each others' collaborative historical research.
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    Active Funded Activity

    Linkage Projects - Grant ID: LP200200881

    Funder
    Australian Research Council
    Funding Amount
    $643,565.00
    Summary
    Collaborative Sensing and Learning for Maritime Situational Awareness. We aim to demonstrate coordinated autonomous sensing of naval assets in dynamic maritime environments, reducing the operational load required to deliver a high quality maritime situational awareness. A realistic simulation based approach will help us develop novel artificial intelligence technology including: self-adaptive strategies for dynamic asset allocation, embedded smart sensing capabilities for naval observation syste .... Collaborative Sensing and Learning for Maritime Situational Awareness. We aim to demonstrate coordinated autonomous sensing of naval assets in dynamic maritime environments, reducing the operational load required to deliver a high quality maritime situational awareness. A realistic simulation based approach will help us develop novel artificial intelligence technology including: self-adaptive strategies for dynamic asset allocation, embedded smart sensing capabilities for naval observation systems and novel approaches to continuous collaborative learning from multi-spectral media. In addition to the emerging partnership between participants, the project will advance sovereign capability to develop maritime intelligence gathering technology for the Royal Australian Navy to underpin stability in our region.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP200101197

    Funder
    Australian Research Council
    Funding Amount
    $420,000.00
    Summary
    Switching Dynamics Approach for Distributed Global Optimisation . This project aims to create a breakthrough switching dynamics approach and new technology to speed up finding optimal solutions. It will develop a distributed switching dynamics based optimisation scheme for global optimisation problems in industrial big-data environments where timely decision making is required. It will result in a practical technology for industry optimisation problems such as economic energy dispatch in smart g .... Switching Dynamics Approach for Distributed Global Optimisation . This project aims to create a breakthrough switching dynamics approach and new technology to speed up finding optimal solutions. It will develop a distributed switching dynamics based optimisation scheme for global optimisation problems in industrial big-data environments where timely decision making is required. It will result in a practical technology for industry optimisation problems such as economic energy dispatch in smart grids and optimal charging and discharging tasks in a large network of electric vehicles, helping Australian power industry improve efficiency and security, as well as training the next generation scientists and engineers for Australia in this emerging field.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP200102364

    Funder
    Australian Research Council
    Funding Amount
    $518,000.00
    Summary
    Multiobjective Memetic Algorithms for Multi-task Symbolic Regression. This project aims at developing the new generation of symbolic regression methods using a yet unexplored way to represent mathematical functions. We will use memetic algorithms to create mathematical models for symbolic regression. Our memetic computing approach will be data-driven and will use multi-objective optimization and multi-task evolutionary computation for symbolic regression, addressing a core need of many areas of .... Multiobjective Memetic Algorithms for Multi-task Symbolic Regression. This project aims at developing the new generation of symbolic regression methods using a yet unexplored way to represent mathematical functions. We will use memetic algorithms to create mathematical models for symbolic regression. Our memetic computing approach will be data-driven and will use multi-objective optimization and multi-task evolutionary computation for symbolic regression, addressing a core need of many areas of science and technology. A large number of datasets will be investigated to benchmark the new methods. The expected outcomes will help support our national priorities with new data analytic capabilities. With a strong and interdisciplinary team in three continents, the project will attract international collaboration.
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