A mathematical model relating neural activity to cerebral blood flow. An ageing population is increasingly prone to neurodegenerative disease and the associated mental impairment can severely disrupt the lives of both the sufferers and the carers. Non-invasive brain imaging techniques are used to both diagnose and supervise treatment of such disease, but at present a lack of understanding of the underlying physiology leaves these methods open to criticism. The construction of a detailed quanti ....A mathematical model relating neural activity to cerebral blood flow. An ageing population is increasingly prone to neurodegenerative disease and the associated mental impairment can severely disrupt the lives of both the sufferers and the carers. Non-invasive brain imaging techniques are used to both diagnose and supervise treatment of such disease, but at present a lack of understanding of the underlying physiology leaves these methods open to criticism. The construction of a detailed quantitative model of the basic processes underlying this imaging will enable precise interpretation of such brain scans and increase their usefulness both as a research and as a therapeutic tool.Read moreRead less
A new theory for retinotectal map formation. How brains become wired up during development is a question of
importance to both biology and computing. In this project we adopt a
novel computational approach to understanding the development of
topographic maps, a wiring pattern that is ubiquitous in biological
nervous systems. This project will build capacity for research in
computational neuroscience in Australia. It may also lead to
technological benefits such as new ideas for the design o ....A new theory for retinotectal map formation. How brains become wired up during development is a question of
importance to both biology and computing. In this project we adopt a
novel computational approach to understanding the development of
topographic maps, a wiring pattern that is ubiquitous in biological
nervous systems. This project will build capacity for research in
computational neuroscience in Australia. It may also lead to
technological benefits such as new ideas for the design of self-wiring
computing devices, and new insights into
the causes of wiring defects both during normal development and
rewiring after injury.
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Mechanisms of nerve fibre guidance by molecular gradients. Brain wiring is crucial for brain function. The project will investigate the basic principles underlying the development of brain wiring, using both experiments and mathematical models. This will lead a predictive model of how wiring develops, both in normal and abnormal situations.
Discovery Early Career Researcher Award - Grant ID: DE160101275
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Contribution of basal ganglia networks to the fine-tuning of action. This project aims to identify the changes occurring in specific brain circuits when new behaviours are learned. Our ability to perform efficient goal-directed actions involves a learning process in which separate movements are organised into sequences of action. This project aims to determine how this is encoded in the brain by mapping basal ganglia networks that are directly engaged during different stages of learning. This pr ....Contribution of basal ganglia networks to the fine-tuning of action. This project aims to identify the changes occurring in specific brain circuits when new behaviours are learned. Our ability to perform efficient goal-directed actions involves a learning process in which separate movements are organised into sequences of action. This project aims to determine how this is encoded in the brain by mapping basal ganglia networks that are directly engaged during different stages of learning. This project also seeks to identify specific neural circuits that are important for the refinement of action. The knowledge developed in this project is expected to support the development of training programs to instruct individuals in specialised tasks and may be used in the design of biologically inspired robots.Read moreRead less
Spatiotemporal signatures of learning in brain reward systems. Learning to strengthen behaviours that secure resources and warrant survival is one of the primary functions of the brain. This Project seeks to establish the rules that govern the integration of learning in brain reward systems by studying how neuronal circuits change their molecular signatures as animals assimilate new knowledge. These studies will combine novel experimental designs to investigate learning with multidisciplinary me ....Spatiotemporal signatures of learning in brain reward systems. Learning to strengthen behaviours that secure resources and warrant survival is one of the primary functions of the brain. This Project seeks to establish the rules that govern the integration of learning in brain reward systems by studying how neuronal circuits change their molecular signatures as animals assimilate new knowledge. These studies will combine novel experimental designs to investigate learning with multidisciplinary methods for mapping, recording and functionalising teaching signals in behaving mice. The outcomes will create a significant shift in our understanding of the neural bases that underlie reward learning, and will critically expand the field by providing a new model of learning integration in brain systems.Read moreRead less
Mechanisms of memory integration in brain systems. Learning from our interactions with the environment is one of the brain’s most important functions, yet how and where this process takes place at the neural network level has proven difficult to establish. This Project seeks to investigate how major neuromodulatory signals in the brain coordinate the encoding of reward-based learning in large ensembles of neurons. These studies will combine novel behavioural paradigms with the most recent neuros ....Mechanisms of memory integration in brain systems. Learning from our interactions with the environment is one of the brain’s most important functions, yet how and where this process takes place at the neural network level has proven difficult to establish. This Project seeks to investigate how major neuromodulatory signals in the brain coordinate the encoding of reward-based learning in large ensembles of neurons. These studies will combine novel behavioural paradigms with the most recent neuroscience techniques for functional mapping and manipulation of specific neural circuits in behaving mice. The outcomes of this research will lead to a significant shift in our understanding of the mechanisms underpinning the integration of learning in brain systems and its implications for behaviour.Read moreRead less
Role of shifting thalamostriatal networks in action refinement. This project aims to determine the changes occurring in specific brain circuits when automatic behaviours are established. Ability to acquire new skills depends on the dynamic reorganisation of particular neural networks across brain territories throughout training. This project seeks to investigate how the thalamus-to-striatum pathway, a neural circuit that is central to motor control, progressively adjusts its activity as animals ....Role of shifting thalamostriatal networks in action refinement. This project aims to determine the changes occurring in specific brain circuits when automatic behaviours are established. Ability to acquire new skills depends on the dynamic reorganisation of particular neural networks across brain territories throughout training. This project seeks to investigate how the thalamus-to-striatum pathway, a neural circuit that is central to motor control, progressively adjusts its activity as animals automatise their actions. The project will combine behavioural designs with the latest neuroscience techniques for tracing, functional mapping and manipulation of specific neural circuits in behaving mice. The outcomes of this project will lead to a better understanding of the mechanisms underpinning the refinement of action at the systems level, which is critical for performance and professional dexterity.Read moreRead less
Dissecting the Brain Circuitry Shaping Fear Regulation Across Development. Adolescence is an important time when individuals learn to manage stress-related emotions like fear. This project aims to understand how maturational changes in the prefrontal cortex of the brain hinder adolescents when learning to reduce reactivity to threats. It aims to do so by dissecting the brain circuitry shaping learning, memory, and emotional regulation across pre-adolescence, adolescence, and adulthood. The proje ....Dissecting the Brain Circuitry Shaping Fear Regulation Across Development. Adolescence is an important time when individuals learn to manage stress-related emotions like fear. This project aims to understand how maturational changes in the prefrontal cortex of the brain hinder adolescents when learning to reduce reactivity to threats. It aims to do so by dissecting the brain circuitry shaping learning, memory, and emotional regulation across pre-adolescence, adolescence, and adulthood. The project expects to generate new knowledge about why developmental changes in the brain are necessary for mature forms of learning and memory. The expected outcomes of this project include a significantly richer knowledge of the developing brain, which will ultimately inform approaches for improving emotion regulation in youth.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE140100588
Funder
Australian Research Council
Funding Amount
$395,220.00
Summary
Gene-environment interactions in the regulation of neuroplasticity and cognitive function . This project will study the effects of different housing conditions on neuroplasticity-related cognitive function by combining an innovative operant conditioning behavioural test (computerised touch-screen technology) and new molecular approaches. Potential gene-environment interactions will be revealed using genetically targeted mice which have never been assessed in that context (mutants with altered gl ....Gene-environment interactions in the regulation of neuroplasticity and cognitive function . This project will study the effects of different housing conditions on neuroplasticity-related cognitive function by combining an innovative operant conditioning behavioural test (computerised touch-screen technology) and new molecular approaches. Potential gene-environment interactions will be revealed using genetically targeted mice which have never been assessed in that context (mutants with altered glucocorticoid and serotonin signalling). This project will study whether specific stages of the neuroplasticity process are differentially modulated through gene-environment interactions, ultimately resulting in changes to behaviour and cognitive functions. This will lead to a better understanding of the potential approaches that could be used to improve cognitive function.Read moreRead less
Novel dopamine pathways underlying motivated behaviours. Rewards such as food, sex and social media are seeked on daily basis. Neurological and psychological basis of learning and memory of reward processing behaviour. This project maps real time neural activity during reward processing in two novel brain regions. It has the potential to revolutionize the understanding of the brain mechanisms in reward processing. The biological data obtained can be directly integrated into computational modelli ....Novel dopamine pathways underlying motivated behaviours. Rewards such as food, sex and social media are seeked on daily basis. Neurological and psychological basis of learning and memory of reward processing behaviour. This project maps real time neural activity during reward processing in two novel brain regions. It has the potential to revolutionize the understanding of the brain mechanisms in reward processing. The biological data obtained can be directly integrated into computational modelling approaches to benefit reward processing algorithms for learning behaviours in humans or artificial intelligence. This project will fuel the understanding of algorithms driving social media platforms and consumer consumption, hence driving economic and technological progress in Australia.Read moreRead less