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Research Topic : NEURAL NETWORK
Socio-Economic Objective : Integrated systems
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  • Funded Activity

    Discovery Projects - Grant ID: DP0988745

    Funder
    Australian Research Council
    Funding Amount
    $362,000.00
    Summary
    Optimisation-based analysis and synthesis of sparse systems in signal processing and communication. This project will make onceptual advances in the areas of signal processing and communication. A major benefit of this project will be its direct applications to digital industry - perhaps the major electrical industry of our era. The project will also aim to build a world class research activity at the University of New South Wales to focus attention on low-cost signal processing and communicatio .... Optimisation-based analysis and synthesis of sparse systems in signal processing and communication. This project will make onceptual advances in the areas of signal processing and communication. A major benefit of this project will be its direct applications to digital industry - perhaps the major electrical industry of our era. The project will also aim to build a world class research activity at the University of New South Wales to focus attention on low-cost signal processing and communication, increase capacity for contract research, enhance nternational collaboration with leading researchers in the area, and produce quality PhD graduates in the field of signal processing and communication.
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    Funded Activity

    Discovery Projects - Grant ID: DP1096780

    Funder
    Australian Research Council
    Funding Amount
    $250,000.00
    Summary
    Investigating the Effects of Network-Induced Delays on Networked Control Systems. Networked control is the current trend for industrial automation. The results of this project will be the first in the world to contribute directly to a deeper understanding of both negative and positive effects of network-induced delays on networked control systems. It will firmly place Australia at the forefront of this research by developing cutting edge technology for reliability and efficiency of industrial ne .... Investigating the Effects of Network-Induced Delays on Networked Control Systems. Networked control is the current trend for industrial automation. The results of this project will be the first in the world to contribute directly to a deeper understanding of both negative and positive effects of network-induced delays on networked control systems. It will firmly place Australia at the forefront of this research by developing cutting edge technology for reliability and efficiency of industrial networked-based control systems. This novel frontier technology will result in cost-saving and improved productivity for Australian industries, e.g. manufacturing industries, power stations, processing industries, automotive industries, vehicular networks and locomotives.
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    Funded Activity

    Discovery Projects - Grant ID: DP0556942

    Funder
    Australian Research Council
    Funding Amount
    $388,000.00
    Summary
    Polymer optical fibres with controlled molecular orientation for photonic applications. The objective of the proposed research is to boost the advantage of Australian scientists and engineers working in the field of photonics by investigating new physical principles and new ways of fabricating specialty plastic optical fibres. Such fibres can be used in optical devices, to improve transmission and processing of signals in data communications, for improving efficient operation of power industry, .... Polymer optical fibres with controlled molecular orientation for photonic applications. The objective of the proposed research is to boost the advantage of Australian scientists and engineers working in the field of photonics by investigating new physical principles and new ways of fabricating specialty plastic optical fibres. Such fibres can be used in optical devices, to improve transmission and processing of signals in data communications, for improving efficient operation of power industry, in biophotonics.
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    Funded Activity

    Discovery Projects - Grant ID: DP0665656

    Funder
    Australian Research Council
    Funding Amount
    $336,000.00
    Summary
    The Interplay of Feedback Control and Digital Communications. This project deals with two research topics in digital communications and control. The first is concerned with feedback communications for control systems, aiming to develop new design methods for network-based automation and control. The second studies new decoding and detection algorithms for digital communications. Applications of the proposed research work include network-based industrial control, wireless communication devices, a .... The Interplay of Feedback Control and Digital Communications. This project deals with two research topics in digital communications and control. The first is concerned with feedback communications for control systems, aiming to develop new design methods for network-based automation and control. The second studies new decoding and detection algorithms for digital communications. Applications of the proposed research work include network-based industrial control, wireless communication devices, and high density digital storage media. The cross-fertilisation of control systems and digital communications will help strengthen Australia's research expertise in the National Research Priority area "Information and Communications Technology" (ICT).
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    Funded Activity

    Discovery Projects - Grant ID: DP0559137

    Funder
    Australian Research Council
    Funding Amount
    $365,000.00
    Summary
    On-line structural integrity assessment of advanced composite airframe with senor network. The project addresses frontier technologies that lead to solutions to one of the critical key issues forming the Australian community - online integrity/safety assessment of structures or asset including aircraft, ships, buildings and bridges. The community benefits significantly if potential disaster due to occurrence of damage associated with those structures can be prevented - the ultimate aim of resear .... On-line structural integrity assessment of advanced composite airframe with senor network. The project addresses frontier technologies that lead to solutions to one of the critical key issues forming the Australian community - online integrity/safety assessment of structures or asset including aircraft, ships, buildings and bridges. The community benefits significantly if potential disaster due to occurrence of damage associated with those structures can be prevented - the ultimate aim of researchers for decades. It is imperative that Australian industries remain technologically ahead of international competitors. Outcomes of the project will lead to novel technologies for real-time structural health monitoring and integrity assessment, bringing significant improvement in operation safety and driving down maintenance cost.
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    Funded Activity

    Discovery Projects - Grant ID: DP0211387

    Funder
    Australian Research Council
    Funding Amount
    $222,932.00
    Summary
    Smart CMOS Vision Sensors in Deep Sub-0.25um CMOS Technologies. This research project aims to develop a new generation of smart vision sensors featuring on-chip and pixel-level implementation of human vision based algorithms. Built in state-of-the-art deep sub-0.25um CMOS technologies, these imagers will feature extensive in-pixel processing power in contrast to the currently commercially available CMOS vision sensors. This will enable on-chip vision-based decision making but also increased on-c .... Smart CMOS Vision Sensors in Deep Sub-0.25um CMOS Technologies. This research project aims to develop a new generation of smart vision sensors featuring on-chip and pixel-level implementation of human vision based algorithms. Built in state-of-the-art deep sub-0.25um CMOS technologies, these imagers will feature extensive in-pixel processing power in contrast to the currently commercially available CMOS vision sensors. This will enable on-chip vision-based decision making but also increased on-chip image processing. These innovative system-on-chip features will contribute towards the positioning of CMOS imaging technology as the technology of choice for most digital imaging applications, in place of the existing, and so far unchallenged, CCD technology.
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    Funded Activity

    Discovery Projects - Grant ID: DP0881219

    Funder
    Australian Research Council
    Funding Amount
    $645,000.00
    Summary
    Electronic Auditory Pathway. We will develop electronic building blocks to investigate biological signal processing. In particular, we will investigate the auditory pathway and develop the most accurate electronic model of the biological cochlea and auditory nerve. These will be followed by electronic circuits that model the processing of sensory signals in the brain. Processing signals with neural spikes offers distinct advantages over current analogue and digital signal processing techniques i .... Electronic Auditory Pathway. We will develop electronic building blocks to investigate biological signal processing. In particular, we will investigate the auditory pathway and develop the most accurate electronic model of the biological cochlea and auditory nerve. These will be followed by electronic circuits that model the processing of sensory signals in the brain. Processing signals with neural spikes offers distinct advantages over current analogue and digital signal processing techniques in terms of noise, energy consumption and extraction of temporal information. We will implement the first spike-based models of pitch and timbre perception, and a neural model of speech recognition in noisy environments.
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    Funded Activity

    Discovery Projects - Grant ID: DP0211608

    Funder
    Australian Research Council
    Funding Amount
    $196,000.00
    Summary
    A 3D CMOS Vision Sensor with Pixel Level Analog-to-Digital Converter and Intelligent Processing. The aim of this research project is to build a smart vision sensor using advanced 3D technology. The smart sensor will consist of two vertically stacked levels comprising the vision sensor chip with pixel-level Analog-to-Digital Converter (ADC) and the processing chip for edge and motion detection. The pixel level ADC will be based on new architectures offering improved performance in terms of dynami .... A 3D CMOS Vision Sensor with Pixel Level Analog-to-Digital Converter and Intelligent Processing. The aim of this research project is to build a smart vision sensor using advanced 3D technology. The smart sensor will consist of two vertically stacked levels comprising the vision sensor chip with pixel-level Analog-to-Digital Converter (ADC) and the processing chip for edge and motion detection. The pixel level ADC will be based on new architectures offering improved performance in terms of dynamic range, fill-factor, and signal-to-noise ratio. Both the vision and the processing chips will be realised in standard CMOS technology, which make the smart vision sensor very suitable for low cost consumer electronic applications.
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