Hardware Acceleration for Neural Systems. To really understand how brains work, we need to simulate neural networks of a size similar to that of the human brain (100 billion neurons, 100 trillion connections). Simulating such a network on standard computers in not possible because of its sheer size. Several groups are currently building very expensive and proprietary hardware to solve this, but the output from these projects will not be accessible to other researchers. In order to make real prog ....Hardware Acceleration for Neural Systems. To really understand how brains work, we need to simulate neural networks of a size similar to that of the human brain (100 billion neurons, 100 trillion connections). Simulating such a network on standard computers in not possible because of its sheer size. Several groups are currently building very expensive and proprietary hardware to solve this, but the output from these projects will not be accessible to other researchers. In order to make real progress in neuroscience, many more researchers need to be enabled to participate. To do this, the project will build a system from commercial hardware (FPGAs) that will cost only a few ten thousand dollars and it will make this design and software available for free. Read moreRead less
Probe based nano-fabrication of micro-electronic and mechanical systems. Integrated circuits (ICs) are the ubiquitous core of today's computers, medical devices and mobile phones. Unfortunately, advanced ICs are becoming more costly and difficult to fabricate. This project proposes a new method that uses a tiny, intense spot of light to create low-cost ICs that are small, fast and will enable a vast range of new technologies.
Wideband Silicon-Based Radio-Frequency Front-End Module for 5G New Radio . The project aims to advance knowledge in radio-frequency integrated circuit design in low-cost silicon technologies, particularly power amplifiers design with enhanced energy efficiency at output power back-off levels. The intended outcome of this project will be a wideband RF front-end module with beam steering capability that can cover the 24-50 GHz spectrum band. This will ultimately enable the creation of a low-cost a ....Wideband Silicon-Based Radio-Frequency Front-End Module for 5G New Radio . The project aims to advance knowledge in radio-frequency integrated circuit design in low-cost silicon technologies, particularly power amplifiers design with enhanced energy efficiency at output power back-off levels. The intended outcome of this project will be a wideband RF front-end module with beam steering capability that can cover the 24-50 GHz spectrum band. This will ultimately enable the creation of a low-cost and energy-efficient 5G millimetre-wave network that could potentially trigger the development of ultra-reliable low latency communications, which is critical for emerging intelligent transportation systems and will maintain Australia’s leadership position in the development of break-through wireless technology.Read moreRead less
Low-Cost Wireless Transmitter with Compact Package for Industrial Sensing . This project aims to provide a solid foundation for silicon-based transmitter design with beam-steering capability operating beyond 100 GHz. The project expects to advance knowledge in low-cost radio-frequency integrated circuit design with miniaturised packaging technology for use in industrial sensing. Expected outcomes of this project include a prototype consisting of a miniaturised 140-GHz phased-array transmitter wi ....Low-Cost Wireless Transmitter with Compact Package for Industrial Sensing . This project aims to provide a solid foundation for silicon-based transmitter design with beam-steering capability operating beyond 100 GHz. The project expects to advance knowledge in low-cost radio-frequency integrated circuit design with miniaturised packaging technology for use in industrial sensing. Expected outcomes of this project include a prototype consisting of a miniaturised 140-GHz phased-array transmitter with packaged antenna arrays, along with a developed selection guideline to choose the "best" silicon-based technology node for cost-effective design. This should provide benefits for organisations working on wireless sensing technologies and lead to new ways of using these technologies for a variety of emerging applications.Read moreRead less
Silicon-Carbide Switches for Post-Silicon Efficiency of Power Electronics. The aim of this project is to create a prototype of a silicon carbide (SiC)-based power-electronic switch for improved energy efficiency and reduced size of power-electronic circuits, well beyond the theoretical limits of silicon technology. Until very recently, the dominant controlled switch in electronics could only be implemented as a silicon transistor. A new method of electronic passivation of SiC surfaces has enable ....Silicon-Carbide Switches for Post-Silicon Efficiency of Power Electronics. The aim of this project is to create a prototype of a silicon carbide (SiC)-based power-electronic switch for improved energy efficiency and reduced size of power-electronic circuits, well beyond the theoretical limits of silicon technology. Until very recently, the dominant controlled switch in electronics could only be implemented as a silicon transistor. A new method of electronic passivation of SiC surfaces has enabled the recent commercialisation of SiC transistors. It is expected that the material advantages of SiC can be fully exploited by a new device structure and a new fabrication process.Read moreRead less
Advanced coverage control techniques for mobile networked systems. This project aims to efficiently control individual mobile sensors and actuators to achieve network-wide coverage quality for monitoring and control of industrial and environmental processes. Coverage control of mobile networked systems is important in control engineering due to the growing use of mobile robots and mobile wireless networks for sensing coverage and monitoring. The project will develop techniques for coverage contr ....Advanced coverage control techniques for mobile networked systems. This project aims to efficiently control individual mobile sensors and actuators to achieve network-wide coverage quality for monitoring and control of industrial and environmental processes. Coverage control of mobile networked systems is important in control engineering due to the growing use of mobile robots and mobile wireless networks for sensing coverage and monitoring. The project will develop techniques for coverage control of mobile networks which are expected to solve industrial control problems in the defence, communications and robotics industries and manage the environment.Read moreRead less
Control and state estimation in the next-generation interconnected systems. This project aims to develop a systematic and efficient approach to address fundamental challenges in control and secure state estimation in the next-generation interconnected systems. Control and state estimation in high-tech systems is an emerging area of control engineering. The importance of this area is quickly increasing due to the growing use of the next-generation interconnected systems, in which physical and hig ....Control and state estimation in the next-generation interconnected systems. This project aims to develop a systematic and efficient approach to address fundamental challenges in control and secure state estimation in the next-generation interconnected systems. Control and state estimation in high-tech systems is an emerging area of control engineering. The importance of this area is quickly increasing due to the growing use of the next-generation interconnected systems, in which physical and high-tech components are interacting in complex networks. The project is expected to have direct applications in the management of energy networks, and in industrial control and secure state estimation problems in the defence, communications, and automobile industries.Read moreRead less
Experiential media signal processing on null convention logic. While we still connect with the world through our senses, these are increasingly being mediated by the electronic gadgets we carry and the complex systems we interact with. This project will result in new ways to acquire events in the real world, process and transfer information over networks to simplify and enhance our experience of the world.
Individually addressable, active, multipoint electrodes for bio-potential recording and electrical impedance imaging. We will develop non-invasive devices based on biosignal and impedance monitoring. They will be highly portable and based on comfortable electrode patches that can be applied quickly in emergencies. The technology may be used to save lives and reduce disabilities by monitoring strokes and heart attacks and stimulate Australia's biomedical industry.
Auditory perception in neural electronics. This project aims to develop a practical alternative to conventional electronic design. Faster and more powerful devices have resulted from placing ever more transistors on a computer chip, but this is reaching its physical limits. This project will develop a new way of designing smart electronic devices by taking inspiration from signal processing in biological brains, and applying it to the processing of audio signals. Expected outcomes are a device t ....Auditory perception in neural electronics. This project aims to develop a practical alternative to conventional electronic design. Faster and more powerful devices have resulted from placing ever more transistors on a computer chip, but this is reaching its physical limits. This project will develop a new way of designing smart electronic devices by taking inspiration from signal processing in biological brains, and applying it to the processing of audio signals. Expected outcomes are a device that recognises sounds, without needing remote computers to do the processing. These techniques can be applied to other senses, such as vision, advancing machine perception and enabling smarter devices.Read moreRead less