Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to ....Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to investigate a broad range of cognitive and communication functions. Benefits will include potential technologies and algorithms to assist listening (in devices such as hearing aids), language development and reading.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100001
Funder
Australian Research Council
Funding Amount
$875,000.00
Summary
A 3-photon imaging system for deep live imaging. This project aims to establish Australia’s first 3-photon microscope system with adaptive optics for deep intravital imaging. This advanced imaging system will enable researchers to investigate the biology of cells and tissue structures in a wide range of organs and engineered tissues, to a degree not possible with existing technology. This project will capitalise on advanced laser, microscope and adaptive optics technologies with the expected out ....A 3-photon imaging system for deep live imaging. This project aims to establish Australia’s first 3-photon microscope system with adaptive optics for deep intravital imaging. This advanced imaging system will enable researchers to investigate the biology of cells and tissue structures in a wide range of organs and engineered tissues, to a degree not possible with existing technology. This project will capitalise on advanced laser, microscope and adaptive optics technologies with the expected outcomes to include the generation of new knowledge of major biological systems, including the immune system and the nervous system. This will provide significant benefits to fundamental interdisciplinary research into immunology, infectious disease, neuroscience, mechanobiology and engineering.Read moreRead less
Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutt ....Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutting-edge Blockchain based secure IoT data management and privacy-preserving smart contracts for smart farming supply-chain management. This data infrastructure will be the first of its kind which will lay a solid foundation for smart farming technology.Read moreRead less
Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor ....Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor authentication performance, which is not commercially applicable. This project aims to investigate innovative solutions to this issue. The intended deliverables will include deep learning based biometric feature extractor, cancellable biometrics and cloud oriented biometrics security protocols. Read moreRead less
Investigating literary knowledge in the making of English teachers. This project aims to create new understanding of the role of literary knowledge within subject English. English education is mandated in Australian schooling; however, subject content as well as teachers’ knowledge and pedagogical approaches are highly contested, particularly regarding the teaching of literature. Using a national survey, focus group interviews and a longitudinal study, the project aims to provide new understandi ....Investigating literary knowledge in the making of English teachers. This project aims to create new understanding of the role of literary knowledge within subject English. English education is mandated in Australian schooling; however, subject content as well as teachers’ knowledge and pedagogical approaches are highly contested, particularly regarding the teaching of literature. Using a national survey, focus group interviews and a longitudinal study, the project aims to provide new understandings of the literary knowledge that early career teachers need, of the impact of curricula and professional practice on disciplinary knowledge, and about the operation of literary studies across school and university. Significantly, it plans to use ‘literary sociability’, an innovative methodology, to generate empirical and conceptual perspectives on literary studies in Australia that will be of value internationally.Read moreRead less
Learning to Pinpoint Emerging Software Vulnerabilities. This project aims to develop learning-based software vulnerability detection techniques to improve the reliability and security of modern software systems. The existing techniques relying on conventional yet rigid software analysis and testing techniques are ineffective and/or inefficient when detecting a wide variety of emerging software vulnerabilities. The outcomes of this project will be a deep-learning-based detection approach and an ....Learning to Pinpoint Emerging Software Vulnerabilities. This project aims to develop learning-based software vulnerability detection techniques to improve the reliability and security of modern software systems. The existing techniques relying on conventional yet rigid software analysis and testing techniques are ineffective and/or inefficient when detecting a wide variety of emerging software vulnerabilities. The outcomes of this project will be a deep-learning-based detection approach and an open-source tool that can capture precision correlations between deep code features and diverse vulnerabilities to pinpoint emerging vulnerabilities without the need for bug specifications. Significant benefits include greatly improved quality, reliability and security for modern software systems.Read moreRead less
Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency ....Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency and comparability of assessment decisions, and a new approach to moderating teacher judgements. This project should provide significant benefits in building teachers’ assessment capabilities, shaping policy and teacher preparation.Read moreRead less
Energy big data analytics from a cybersecurity perspective. This project aims to develop a framework on energy big data analytics from security and privacy perspectives. Unlike other big data analytics such as social network big data analytics, energy big data analytics involve research challenges on how to cope with real-time tight cyber-physical couplings, and security/safety of the smart grid system. This project will develop advanced data-driven algorithms that are capable of detecting coord ....Energy big data analytics from a cybersecurity perspective. This project aims to develop a framework on energy big data analytics from security and privacy perspectives. Unlike other big data analytics such as social network big data analytics, energy big data analytics involve research challenges on how to cope with real-time tight cyber-physical couplings, and security/safety of the smart grid system. This project will develop advanced data-driven algorithms that are capable of detecting coordinated cyber-attacks that will potentially lead to catastrophic cascaded failures; and develop new solutions in detecting the false data-injection attacks that are conventionally considered as unobservable. This project will provide the benefit of enhancing our national critical infrastructure's security.Read moreRead less
The African Diaspora and Pentecostalism in Australia. This project aims to investigate the new African Diaspora in Australia and its embrace of Pentecostalism. The African community in Australia has often been associated with poor settlement outcomes, and has also been subject to racialised moral panic regarding so-called ‘African gangs.’ This project will use new methods to understand the role of Pentecostal translocal and transnational networks in supporting African communities to overcome the ....The African Diaspora and Pentecostalism in Australia. This project aims to investigate the new African Diaspora in Australia and its embrace of Pentecostalism. The African community in Australia has often been associated with poor settlement outcomes, and has also been subject to racialised moral panic regarding so-called ‘African gangs.’ This project will use new methods to understand the role of Pentecostal translocal and transnational networks in supporting African communities to overcome the challenges of settlement. The project expects to contribute to policy efforts to improve outcomes for new African arrivals in Australia.Read moreRead less