Intention-aware cooperative driving behaviour model for Automated Vehicles. This project aims to investigate humans' cooperation with automated systems by conceptualising joint intention awareness. This project expects to generate knowledge about a new cooperative driving behaviour model for automated vehicles, utilising a transdisciplinary approach that mixes human-centric methods with deep learning techniques. Intended outcomes are new joint intention awareness theory, new interface for automa ....Intention-aware cooperative driving behaviour model for Automated Vehicles. This project aims to investigate humans' cooperation with automated systems by conceptualising joint intention awareness. This project expects to generate knowledge about a new cooperative driving behaviour model for automated vehicles, utilising a transdisciplinary approach that mixes human-centric methods with deep learning techniques. Intended outcomes are new joint intention awareness theory, new interface for automated vehicles, new methodology for cooperative behaviour research, and enhanced research capacity. The expected significant benefits are for automated systems to become more predictable, acceptable, readable and safer to use by everyday people.Read moreRead less
Understanding the molecular mechanisms regulating neuronal fusion. Neurons are tightly connected individual cells that communicate through chemical and electrical signals, and this project aims to discover the key molecules that allow these cells to remain as individual units without fusing with each other. The nervous system, unlike other tissues, is made of discrete individual cells, connected by chemical and electrical synapses but not by cytoplasmic continuity. However, how this is achieved ....Understanding the molecular mechanisms regulating neuronal fusion. Neurons are tightly connected individual cells that communicate through chemical and electrical signals, and this project aims to discover the key molecules that allow these cells to remain as individual units without fusing with each other. The nervous system, unlike other tissues, is made of discrete individual cells, connected by chemical and electrical synapses but not by cytoplasmic continuity. However, how this is achieved and how neurons maintain their individuality during development, remodelling and ageing is unknown. The project aims to address this gap using a genetic approach and the nematode Caenorhabditis elegans as an experimental system. The results may provide insights into how the nervous system develops and functions.Read moreRead less
Interactions between phenome and genome at developing CNS synapses during synaptic refinement. Activity-dependent changes in synaptic transmission are vital to development and function of central neuronal networks. However, the critical factors regulating developmental changes in synaptic signals remain largely unknown. We will correlate functional changes in synaptic responses at glutamate-releasing synapses with changes in glutamate receptor composition at a critical period during developmen ....Interactions between phenome and genome at developing CNS synapses during synaptic refinement. Activity-dependent changes in synaptic transmission are vital to development and function of central neuronal networks. However, the critical factors regulating developmental changes in synaptic signals remain largely unknown. We will correlate functional changes in synaptic responses at glutamate-releasing synapses with changes in glutamate receptor composition at a critical period during development, test whether synaptic activation of receptors is required for these changes and define the pattern of activity-dependent changes in gene expression necessary for developmental changes in synaptic transmission. Understanding this interaction between synaptic phenome and activity-dependent genomic expression will expand our understanding of brain development and function.Read moreRead less
Scalable Visual Analytics for Uncertain Dynamic Networks. Technological advances have provided a data deluge over the past few years, and have led to many large uncertain and dynamic network models. This includes terrorist networks, marketing networks, facebook networks, various biological networks, and software engineering structures. Human understanding of such networks is difficult. This project aims to provide new methods for visual analysis of large uncertain dynamic networks such as these. ....Scalable Visual Analytics for Uncertain Dynamic Networks. Technological advances have provided a data deluge over the past few years, and have led to many large uncertain and dynamic network models. This includes terrorist networks, marketing networks, facebook networks, various biological networks, and software engineering structures. Human understanding of such networks is difficult. This project aims to provide new methods for visual analysis of large uncertain dynamic networks such as these. The algorithms developed in the project will help security analysts to monitor illegal behaviour such as money laundering and terrorist activities, help biologists understand key biological systems, and help engineers to understand large software systems.Read moreRead less
Molecular determinants of an allergic response. Some humans develop allergies after exposure to environmental allergens while others do not. At present, the reason for this individual variation is not known. By comparing the processes activated in allergic versus non-allergic individuals, this study will identify critical molecules involved in making individuals susceptible to allergies, which will be used to develop safer and more effective allergy vaccines.
The Immunoregulatory Role of the Endogenous Cannabinoid Anandamide. Anandamides are naturally occurring fatty acids that act at the cannabinoid receptor expressed in the brain and periphery. A new proposal by our research group challenges traditional models of the disease process by suggesting that the anandamide system is an important imunoregulatory system that can be targeted by invading pathogens. We propose that disruption to the anandamide system, by bacteria or viruses acting at the rece ....The Immunoregulatory Role of the Endogenous Cannabinoid Anandamide. Anandamides are naturally occurring fatty acids that act at the cannabinoid receptor expressed in the brain and periphery. A new proposal by our research group challenges traditional models of the disease process by suggesting that the anandamide system is an important imunoregulatory system that can be targeted by invading pathogens. We propose that disruption to the anandamide system, by bacteria or viruses acting at the receptor to block immunological responses, contributes to chronic illness states. At this point we have good evidence that anandamides are immunoregulators, however, we have very little knowledge of their precise physiological role. The aim of this research is to begin to characterise the immunoregulatory role of the anandamide system. This project will provide a comprehensive understanding of this endogenous control system, the immunological properties of which have not previously been described. The outcome of this research may lead to the identification of new avenues for the development of pharmaceutical interventions that can target this system.Read moreRead less
Development of novel reagents that specifically counteract EphA4 to enhance axonal regeneration. This project will examine the role of EphA4, an important guidance protein, in neural cell regeneration. The goal is to understand the signalling mechanisms that inhibit regeneration in the central nervous system and to develop novel biological agents to overcome these processes and promote functional recovery after nervous system injury or disease.
Improving neuronal cell function with cell permeable copper complexes. Metal-based drugs offer an exciting new approach to treatment of neurodegeneration. However, little is known about how cells metabolise these drugs and this information is critical for further drug development. This project will determine how metal-based drugs are metabolised by neuronal cells and how this may result in therapeutic benefit.
Cellular mechanisms that protect against copper-bound beta-amyloid. This project will investigate some of the brain’s own mechanisms for protecting itself against Alzheimer’s disease. Understanding these mechanisms will be important for developing future therapeutic strategies for treating Alzheimer’s disease.
Human interaction with context-aware computing systems. Context-aware systems can provide seamless support of IT applications in a variety of technologies and therefore can improve: (i) work performance and adoption of IT in many industries; and (ii) the quality of life through better support for health services, education, and everyday tasks. Currently proposed solutions for context-aware systems fail to deliver systems which are usable for non-IT professionals. The proposed project will show h ....Human interaction with context-aware computing systems. Context-aware systems can provide seamless support of IT applications in a variety of technologies and therefore can improve: (i) work performance and adoption of IT in many industries; and (ii) the quality of life through better support for health services, education, and everyday tasks. Currently proposed solutions for context-aware systems fail to deliver systems which are usable for non-IT professionals. The proposed project will show how to design context-aware systems that are usable and whose autonomic decisions can be trusted. Additional benefits include increased scientific competitiveness of Australia, strengthened collaboration with international research institutions, and high quality graduates (PhDs, Masters, Honours).Read moreRead less