Novel mechanisms by which retinal microglia regulate vascular development. This project aims to investigate how immune cells called microglia refine the developing retinal vasculature. New knowledge utilizing state of art imaging techniques is likely to be examine a completely novel mechanism by which vascular development occurs. This information is critical for enhancing our understanding of the role of immune cells in the nervous system and will guide the development of new ways of examining t ....Novel mechanisms by which retinal microglia regulate vascular development. This project aims to investigate how immune cells called microglia refine the developing retinal vasculature. New knowledge utilizing state of art imaging techniques is likely to be examine a completely novel mechanism by which vascular development occurs. This information is critical for enhancing our understanding of the role of immune cells in the nervous system and will guide the development of new ways of examining these cells. Expected outcomes include a novel way for assessing microglia in the developing nervous system and new knowledge. In the longer term the information gained in this project may be helpful for understanding scenarios where blood vessels are abnormal, or for using microglia as a target to modify vascular function.Read moreRead less
Using visual science to reduce the dangers of night driving. This project aims to develop novel tests of visual function relevant to the modern night driving environment. Night driving is challenging for all drivers and has been linked to poor visibility under low light conditions. This project will characterise the visual challenges of the modern night driving environment, develop visual tests that incorporate the dynamic light levels typical of night-time roads and assess the association of th ....Using visual science to reduce the dangers of night driving. This project aims to develop novel tests of visual function relevant to the modern night driving environment. Night driving is challenging for all drivers and has been linked to poor visibility under low light conditions. This project will characterise the visual challenges of the modern night driving environment, develop visual tests that incorporate the dynamic light levels typical of night-time roads and assess the association of these tests with night driving performance. The outcomes will contribute new knowledge regarding dynamic visual processing and the ageing visual system and will inform vision testing, potential interventions to improve visual function for night driving and reduce the dangers of night driving.Read moreRead less
Neural plasticity in older adult human vision. This project aims to expand our understanding of age related changes in brain function, specifically plasticity. The project will increase knowledge of the role of an inhibitory neurotransmitter GABA in visual plasticity. Expected outcomes include new knowledge regarding the regulation of brain function in adulthood, enabling future research and planning for societal benefit to older Australia.
Discovery Early Career Researcher Award - Grant ID: DE230101058
Funder
Australian Research Council
Funding Amount
$437,254.00
Summary
Glass-box Deep Machine Perception for Trustworthy Artificial Intelligence. Explainability and Transparency are the key values for development and deployment of Artificial Intelligence (AI) in Australia’s AI Ethics Framework for industry and governments. This project aims to build new tools to make the central technology of AI - deep learning - transparent and explainable. Its expected outputs are novel theory-driven algorithms and unconventional foundational blocks for deep learning that will al ....Glass-box Deep Machine Perception for Trustworthy Artificial Intelligence. Explainability and Transparency are the key values for development and deployment of Artificial Intelligence (AI) in Australia’s AI Ethics Framework for industry and governments. This project aims to build new tools to make the central technology of AI - deep learning - transparent and explainable. Its expected outputs are novel theory-driven algorithms and unconventional foundational blocks for deep learning that will allow humans to clearly interpret the reasoning process of this technology, which is currently not possible. It is expected to significantly advance our knowledge in machine intelligence and perception. Due to their fundamental nature, the project outcomes are likely to benefit industry and scientific frontiers alike.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101272
Funder
Australian Research Council
Funding Amount
$420,885.00
Summary
Glial Plasticity: How experience and aging change brain structure. 50 % of the cells in the brain are called glia. These cells work with neurons to regulate how we think, feel and behave. Most glial cells are added to the brain after birth, however we know very little about how this process works, or how it may be changed by lived-experience. The overarching aim of this study is to better understand how lived-experience impacts the growth of the major types of glial cells in the brain. To do th ....Glial Plasticity: How experience and aging change brain structure. 50 % of the cells in the brain are called glia. These cells work with neurons to regulate how we think, feel and behave. Most glial cells are added to the brain after birth, however we know very little about how this process works, or how it may be changed by lived-experience. The overarching aim of this study is to better understand how lived-experience impacts the growth of the major types of glial cells in the brain. To do this, I will use cutting-edge technologies and identify; 1) the rates of cell growth for the major types of glia, and 2) map how they are integrated into the brain. This will lead to important new information on how lived-experience can shape the growth and structure of the brain.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100269
Funder
Australian Research Council
Funding Amount
$422,232.00
Summary
Mapping the neural circuits which control water and salt intake. This project aims to map the brain circuits controlling fluid and salt intake using innovative genetically encoded techniques, which enable precise targeting and manipulation of select neuronal populations. Expected outcomes of this project include constructing detailed maps of the brain circuits for fluid and salt intake by tracing multiple nodes in the network, characterising neuronal populations, and precisely defining their fun ....Mapping the neural circuits which control water and salt intake. This project aims to map the brain circuits controlling fluid and salt intake using innovative genetically encoded techniques, which enable precise targeting and manipulation of select neuronal populations. Expected outcomes of this project include constructing detailed maps of the brain circuits for fluid and salt intake by tracing multiple nodes in the network, characterising neuronal populations, and precisely defining their functions. This should provide significant benefits including understanding the brain regions controlling fluid and salt intake which are essential for maintaining fluid homeostasis, and providing a framework for investigating the neural circuits underlying other complex behaviours.Read moreRead less
Neuronal origin of functional maps on the mammalian visual cortex. This project aims to study how the brain processes images. Basic features of objects in the visual scene seem to be coded on the visual cortex in an orderly way. By recording neurones’ electrical activity in a mammalian brain, this project aims to study how such organisation is determined at the neuronal level, namely how the individual nerves and synapses that form the brain and process the signals are organised to form the over ....Neuronal origin of functional maps on the mammalian visual cortex. This project aims to study how the brain processes images. Basic features of objects in the visual scene seem to be coded on the visual cortex in an orderly way. By recording neurones’ electrical activity in a mammalian brain, this project aims to study how such organisation is determined at the neuronal level, namely how the individual nerves and synapses that form the brain and process the signals are organised to form the overall functional architecture visible at a macroscopic level. This understanding could realise the basis of normal visual perception in robotic vision and brain-machine interfaces.Read moreRead less
The impact of female sex hormones on neurodevelopment. This project aims to characterise the contribution of sex hormones to the development of emotional brain circuits in female adolescents. Puberty is associated with profound changes in emotional behaviours in females, but we know little about the underlying brain mechanisms. In particular, research has neglected to consider the role of the sex hormones for which changes are a defining feature of female puberty (eg, oestradiol). This work will ....The impact of female sex hormones on neurodevelopment. This project aims to characterise the contribution of sex hormones to the development of emotional brain circuits in female adolescents. Puberty is associated with profound changes in emotional behaviours in females, but we know little about the underlying brain mechanisms. In particular, research has neglected to consider the role of the sex hormones for which changes are a defining feature of female puberty (eg, oestradiol). This work will be the first to comprehensively advance our understanding of the unique role of sex hormones in shaping the adolescent female brain. It will provide critical understanding of how individual differences in hormonal factors increase risk for emotional problems in females, and inform treatment strategies.Read moreRead less
What shapes our brain? This project aims to improve our fundamental understanding of the biological mechanisms that drive folding of the cerebral cortex, which occurs during development of the brain. Cortical folding is unique to humans and higher mammals, and is thought to underpin the emergence of intelligence and contribute to higher-order brain functions. This project will enhance knowledge of how the cerebral cortex folds and develop novel tools for analysing brain development. The project ....What shapes our brain? This project aims to improve our fundamental understanding of the biological mechanisms that drive folding of the cerebral cortex, which occurs during development of the brain. Cortical folding is unique to humans and higher mammals, and is thought to underpin the emergence of intelligence and contribute to higher-order brain functions. This project will enhance knowledge of how the cerebral cortex folds and develop novel tools for analysing brain development. The project will provide significant benefits including the generation of fundamental knowledge with implications for future understanding of cortical folding abnormalities in babies born preterm, following fetal growth retardation in utero, or when exposed to maternal alcohol. In the longer term, the project will contribute to improvements to human neurodevelopment and brain health.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240101035
Funder
Australian Research Council
Funding Amount
$450,760.00
Summary
Charting the brain's wiring over the human lifespan. This project aims to produce a large-scale model of brain wiring over the human lifespan by utilising normative modelling approaches on state-of-the-art diffusion magnetic resonance imaging (diffusion MRI) data. This project expects to generate new understanding of how the brain's connections change with age in healthy individuals. Expected outcomes of this project include a reference chart for healthy brain wiring, and major advances in diffu ....Charting the brain's wiring over the human lifespan. This project aims to produce a large-scale model of brain wiring over the human lifespan by utilising normative modelling approaches on state-of-the-art diffusion magnetic resonance imaging (diffusion MRI) data. This project expects to generate new understanding of how the brain's connections change with age in healthy individuals. Expected outcomes of this project include a reference chart for healthy brain wiring, and major advances in diffusion MRI data harmonisation approaches. This should provide significant benefits for the translation of advanced diffusion MRI methods, as normative charts for brain wiring will be made broadly available. This could have broad implications for interpreting individual diffusion MRI scans in future.Read moreRead less