Australian Laureate Fellowships - Grant ID: FL220100184
Funder
Australian Research Council
Funding Amount
$2,897,256.00
Summary
Next-generation maps and models of the human brain. This project aims to develop a new framework for understanding how the anatomy of the brain shapes its function and influences individual differences in human behaviour. The project expects to develop innovative methods for mapping and modelling human brain function by combining techniques from neuroscience, physics, informatics, psychology, and genetics. Expected outcomes include new tools for analysing brain imaging data, new models of brain ....Next-generation maps and models of the human brain. This project aims to develop a new framework for understanding how the anatomy of the brain shapes its function and influences individual differences in human behaviour. The project expects to develop innovative methods for mapping and modelling human brain function by combining techniques from neuroscience, physics, informatics, psychology, and genetics. Expected outcomes include new tools for analysing brain imaging data, new models of brain structure and function, an understanding of how genes shape brain architecture, and a comprehensive characterization of how individual differences in brain organization relate to behaviour. These outcomes should benefit our understanding of how the brain works and of the biological basis of behaviour.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100498
Funder
Australian Research Council
Funding Amount
$453,868.00
Summary
Mapping the genetics of brain connectivity. The brain is a complex biological system that gives rise to our consciousness, thoughts, and experiences, yet we still do not know how this complexity emerges. This project aims to comprehensively investigate the genetics of brain connectivity combining cutting-edge techniques in neuroimaging, genomics, mathematical modelling, and cognitive neuroscience, focusing specifically on the connectivity of functionally important brain network hubs. The outcome ....Mapping the genetics of brain connectivity. The brain is a complex biological system that gives rise to our consciousness, thoughts, and experiences, yet we still do not know how this complexity emerges. This project aims to comprehensively investigate the genetics of brain connectivity combining cutting-edge techniques in neuroimaging, genomics, mathematical modelling, and cognitive neuroscience, focusing specifically on the connectivity of functionally important brain network hubs. The outcomes will provide a mechanistic understanding of the genetic origins of brain network formation and an explanation for how genetic influences on brain organisation shape human behaviour advancing the fundamental knowledge about the complexity of the brain.Read moreRead less
Human Scheduling of Perceptual Tasks. This project aims to develop a novel approach for synthesising how people prioritise information with theories of attention and decision making. Characterising inefficient scheduling in the tradeoff between the difficulty and the cost/benefit of different subtasks will allow the development of a formal computional model that generalises statistical models of rank order data to a theory of the timing of scheduling decisions and task completions. Outcomes incl ....Human Scheduling of Perceptual Tasks. This project aims to develop a novel approach for synthesising how people prioritise information with theories of attention and decision making. Characterising inefficient scheduling in the tradeoff between the difficulty and the cost/benefit of different subtasks will allow the development of a formal computional model that generalises statistical models of rank order data to a theory of the timing of scheduling decisions and task completions. Outcomes include benchmark data from a novel paradigm for studying perceptual decisions and behavior and a model which can explain and predict human scheduling. This project aims to benefit industry by allowing for the simulation of information prioritisation by human agents in complex environments.Read moreRead less
A statistical decision theory of cognitive capacity. This project aims to investigate the limited capacity of the human cognitive system to form representations of the things in the world around us and to make decisions about them in real time. Its goal is to provide an integrated theory of cognitive capacity based on the statistical properties of cognitive representations and the decision processes that act on them. Its expected outcome will be a unified metric for cognitive capacity that will ....A statistical decision theory of cognitive capacity. This project aims to investigate the limited capacity of the human cognitive system to form representations of the things in the world around us and to make decisions about them in real time. Its goal is to provide an integrated theory of cognitive capacity based on the statistical properties of cognitive representations and the decision processes that act on them. Its expected outcome will be a unified metric for cognitive capacity that will allow us to quantify how cognitive load affects the speed and accuracy of decision making. It will benefit the design and evaluation of high workload real-time decision systems and will contribute to the selection and training of users of such systems.
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The cognitive neuroscience of motor skill learning. The capacity to produce skilled motor behaviour is essential for success in almost every aspect of our lives, whether it be playing sport, driving a car, operating machinery at work, or touch-typing. This project aims to establish the causal role of brain regions in motor skill learning by combining cutting-edge techniques in neuroimaging and brain stimulation. It is expected to lead to fundamental new knowledge on how new motor memories are cr ....The cognitive neuroscience of motor skill learning. The capacity to produce skilled motor behaviour is essential for success in almost every aspect of our lives, whether it be playing sport, driving a car, operating machinery at work, or touch-typing. This project aims to establish the causal role of brain regions in motor skill learning by combining cutting-edge techniques in neuroimaging and brain stimulation. It is expected to lead to fundamental new knowledge on how new motor memories are created to enable the expression of skilled motor behaviour. The knowledge gained from this project may identify new strategies for learning skills that are widely applicable to education, industry, sport, and health.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100380
Funder
Australian Research Council
Funding Amount
$390,574.00
Summary
Enhancing comprehension of forensic science in the justice system. Failures to effectively communicate the accuracy and reliability of forensic evidence to courts can lead to unreliable convictions and miscarriages of justice. This project aims to understand how best to distil complex information about error and uncertainty in forensic expert opinion evidence for enhanced comprehension of forensic science in the justice system. Outcomes include evidence-based strategies for communicating error a ....Enhancing comprehension of forensic science in the justice system. Failures to effectively communicate the accuracy and reliability of forensic evidence to courts can lead to unreliable convictions and miscarriages of justice. This project aims to understand how best to distil complex information about error and uncertainty in forensic expert opinion evidence for enhanced comprehension of forensic science in the justice system. Outcomes include evidence-based strategies for communicating error and uncertainty in forensic science and an accessible online dashboard for visualising known error rates in forensic disciplines. The knowledge gained from the project will help forensic experts to calibrate how they present their conclusions to courts for improved comprehension and evaluation of forensic evidence.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240101348
Funder
Australian Research Council
Funding Amount
$470,999.00
Summary
Synergies between physical exercise, brain stimulation, and neuroplasticity. The brain is a highly dynamic organ. This capacity, known as neuroplasticity, governs our ability to learn new skills, acquire new knowledge, and fine-tune cognition. This project aims to investigate synergies between exercise, brain stimulation, and neuroplasticity, via application of a highly innovative interdisciplinary approach combining exercise physiology and cognitive neuroscience techniques. This project will pi ....Synergies between physical exercise, brain stimulation, and neuroplasticity. The brain is a highly dynamic organ. This capacity, known as neuroplasticity, governs our ability to learn new skills, acquire new knowledge, and fine-tune cognition. This project aims to investigate synergies between exercise, brain stimulation, and neuroplasticity, via application of a highly innovative interdisciplinary approach combining exercise physiology and cognitive neuroscience techniques. This project will pioneer novel, non-invasive methods of harnessing neuroplasticity to improve brain function, and generate fundamental insights into the mechanisms mediating learning and memory. Read moreRead less
Understanding Growth in Emotion Regulatory Flexibility in Emerging Adults. Emerging adults (ages 18-25) are now facing unparalleled social and technological change and the on-going effects of the COVID-19 pandemic. Such demands can be overwhelming and undermine engagement with education and employment, with serious impacts for the individual and society. At the same time, our novel model proposes that the diverse daily adult-like stressors that characterise emerging adulthood can also drive grow ....Understanding Growth in Emotion Regulatory Flexibility in Emerging Adults. Emerging adults (ages 18-25) are now facing unparalleled social and technological change and the on-going effects of the COVID-19 pandemic. Such demands can be overwhelming and undermine engagement with education and employment, with serious impacts for the individual and society. At the same time, our novel model proposes that the diverse daily adult-like stressors that characterise emerging adulthood can also drive growth in flexible emotion regulation when combined with reflection on, and insight into, their own coping processes. Our research expands scientific knowledge by taking the first steps to uncover why some emerging adults increase their ability to flexibly regulate their emotions over this period, whereas others fail to do so.Read moreRead less
The neurobiology of curiosity. This project aims to define the neurobiology of curiosity by combining cutting-edge techniques in computational modelling, pharmacointervention and neuroimaging. It is expected to lead to a comprehensive neuroscientific framework of curiosity, which will characterise its evolution over the lifespan, and its dependency on key neurotransmitter systems. Expected outcomes include a legacy of open access stimulus & data sets; the development of a global collaborative ne ....The neurobiology of curiosity. This project aims to define the neurobiology of curiosity by combining cutting-edge techniques in computational modelling, pharmacointervention and neuroimaging. It is expected to lead to a comprehensive neuroscientific framework of curiosity, which will characterise its evolution over the lifespan, and its dependency on key neurotransmitter systems. Expected outcomes include a legacy of open access stimulus & data sets; the development of a global collaborative network; and an increase in our national capacity and profile in decision neuroscience. The benefits of this project include laying the foundations for future interventions to improve curiosity, with potential downstream effects on many aspects of education, social & public policy.Read moreRead less
Know thyself: Development of metacognition in childhood and adolescence. This project aims to advance our understanding of the development of children and adolescents’ insight into their own thoughts and behaviours, or metacognition. Individual differences in metacognition impact learning and contribute to the educational achievement gap observed in many countries, including Australia. By combining analysis of existing international cohort data and state-of-the art developmentally appropriate ne ....Know thyself: Development of metacognition in childhood and adolescence. This project aims to advance our understanding of the development of children and adolescents’ insight into their own thoughts and behaviours, or metacognition. Individual differences in metacognition impact learning and contribute to the educational achievement gap observed in many countries, including Australia. By combining analysis of existing international cohort data and state-of-the art developmentally appropriate neuroimaging methodology, the project is expected to create new basic research knowledge. An intended benefit is the development and evaluation of an evidence-based intervention to enhance the metacognitive skills of primary and secondary school pupils and improve their achievement in mathematics.Read moreRead less