Pattern recognition in animals and machines: using machine learning to reveal cues central to the identification of individuals. The power to recognise individuals of a species requires significant image and pattern discrimination abilities. Yet, individual recognition has been found in a huge range of species, from humans to invertebrates demonstrating its importance for social interactions. The project will investigate this ability in lower vertebrates (fish, with no visual cortex), so as to u ....Pattern recognition in animals and machines: using machine learning to reveal cues central to the identification of individuals. The power to recognise individuals of a species requires significant image and pattern discrimination abilities. Yet, individual recognition has been found in a huge range of species, from humans to invertebrates demonstrating its importance for social interactions. The project will investigate this ability in lower vertebrates (fish, with no visual cortex), so as to understand the underlying mechanisms of pattern discrimination. The project will also test how robust this ability is during changes in water quality (elevated carbon dioxide levels and increased turbidity). The outcomes will further our knowledge base in lower vertebrate vision and evolution, and also have implications for human vision, image analysis, and artificial vision.Read moreRead less
Melanopsin function in humans. This project aims to understand melanopsin signalling in humans. A newly discovered retinal ganglion cell class expresses the melanopsin photopigment. Melanopsin signalling controls neural functions for light dependent image formation and non-image forming processes. Many of these are unknown in humans. This project will use a 5-primary photostimulator to define how melanopsin controls these processes in humans. The outcomes are expected to advance understanding of ....Melanopsin function in humans. This project aims to understand melanopsin signalling in humans. A newly discovered retinal ganglion cell class expresses the melanopsin photopigment. Melanopsin signalling controls neural functions for light dependent image formation and non-image forming processes. Many of these are unknown in humans. This project will use a 5-primary photostimulator to define how melanopsin controls these processes in humans. The outcomes are expected to advance understanding of human vision. This could provide avenues for using light to increase active participation in society and improve health and well-being, and strategies to assess human vision and the body’s internal clock.Read moreRead less
Vision and lighting in the age of melanopsin. This project aims to develop innovative new technologies, which will advance understanding of the effects of light on human behavior mediated via the recently discovered melanopsin photopigment in the eye. The project expects to create a cutting-edge visual display technology, which will deliver the foundation knowledge of melanopsin shapes visual perception. The project will redefine current knowledge of human vision and provide a practical lighting ....Vision and lighting in the age of melanopsin. This project aims to develop innovative new technologies, which will advance understanding of the effects of light on human behavior mediated via the recently discovered melanopsin photopigment in the eye. The project expects to create a cutting-edge visual display technology, which will deliver the foundation knowledge of melanopsin shapes visual perception. The project will redefine current knowledge of human vision and provide a practical lighting solution to suit the biological needs of humans, especially in relation to the human body’s internal (circadian) clock. Read moreRead less
The Helmsman Project: Giving at-risk adolescents skills to navigate life’s journey and make a difference. This project aims to investigate how to keep able but disadvantaged youth engaged in school and give them the psychological tools they need to succeed. To meet this challenge, this project aims to propose a randomised control and extended baseline control test of a combined personal coaching and outdoor education (sailing experience) program designed to foster positive psychological outcomes ....The Helmsman Project: Giving at-risk adolescents skills to navigate life’s journey and make a difference. This project aims to investigate how to keep able but disadvantaged youth engaged in school and give them the psychological tools they need to succeed. To meet this challenge, this project aims to propose a randomised control and extended baseline control test of a combined personal coaching and outdoor education (sailing experience) program designed to foster positive psychological outcomes by developing goal strategies, hope, resilience, and self-regulation. The study aims to be extensive and novel, capturing the experiences of not just the participants but their peers, parents, teachers, and alumni mentors of the program. Both traditional survey and experience sampling data will be collected.Read moreRead less
Drivers and constraints of romantic partner choice. This project aims to illuminate how genetic and environmental factors drive and constrain romantic partner choice. This choice can be the most significant in people’s lives, but how it works is not scientifically understood. This project will analyse the preferences and actual partners of thousands of twins using multivariable statistics and theoretic models of partner choice. The project aims to reveal why some people pair with incompatible pa ....Drivers and constraints of romantic partner choice. This project aims to illuminate how genetic and environmental factors drive and constrain romantic partner choice. This choice can be the most significant in people’s lives, but how it works is not scientifically understood. This project will analyse the preferences and actual partners of thousands of twins using multivariable statistics and theoretic models of partner choice. The project aims to reveal why some people pair with incompatible partners, and the consequences of partner mismatch for psychological wellbeing and for evolutionary processes driven by mate selection. This could lead to more effective relationship management.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120100235
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
A novel approach to modelling nicotine dependence in the rat. With repeated exposure, tobacco smoking can rapidly develop into a habit. How this happens is poorly understood. This project will model the changes to the brain and behaviour of rats during the development of nicotine-seeking habits with a view to better understanding how to reduce tobacco dependence.
Industrial Transformation Training Centres - Grant ID: IC210100019
Funder
Australian Research Council
Funding Amount
$4,583,816.00
Summary
ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective dig ....ARC Training Centre for Optimal Ageing. The ARC Training Centre for Optimal Ageing aims to address issues identified by older adults as essential for quality of life. With our industry partners, we aim to train the next generation of researchers to understand, detect and improve psychosocial factors that support mental activity, physical health and social connectedness, and embrace advances in artificial intelligence, digital-enriched environments and adaptive workplaces to deliver effective digital solutions. By developing new capacity and capability to drive the digital transformation of industries supporting our ageing population, our Centre seeks to deliver economic and social benefits that enable Australians to live enriched, healthy and independent lives as they age.Read moreRead less
Neural origins of conscious perception in no-report paradigms. This project aims to test two highly influential theories of consciousness. The project will be the first to test critical experimental conditions, where neural activities are recorded in humans and novel measures of causality are computed, which allows us to distinguish the two theories. The intended outcomes will provide significant benefits by bringing us closer to solve the mind-body problem. These outcomes can contribute to the ....Neural origins of conscious perception in no-report paradigms. This project aims to test two highly influential theories of consciousness. The project will be the first to test critical experimental conditions, where neural activities are recorded in humans and novel measures of causality are computed, which allows us to distinguish the two theories. The intended outcomes will provide significant benefits by bringing us closer to solve the mind-body problem. These outcomes can contribute to the development of engineering and clinical devices that utilise objective measures of consciousness.Read moreRead less
Testing posterior parietal cortex contributions to human episodic memory. This project aims to determine the involvement of parietal brain regions for episodic memory. Using novel experimental tasks and multimodal neuroimaging techniques in young and healthy aging, this project expects to clarify the role of posterior parietal structures, and their interactions with core memory structures, during memory retrieval. Expected outcomes include advanced understanding of how we remember the past in ri ....Testing posterior parietal cortex contributions to human episodic memory. This project aims to determine the involvement of parietal brain regions for episodic memory. Using novel experimental tasks and multimodal neuroimaging techniques in young and healthy aging, this project expects to clarify the role of posterior parietal structures, and their interactions with core memory structures, during memory retrieval. Expected outcomes include advanced understanding of how we remember the past in rich contextual detail, and how such processes are altered in healthy aging. This potentially provides significant benefits in predicting and treating memory dysfunction due to brain injury or neurodegeneration.Read moreRead less
Human hippocampus subregions organisation and associative memory processes. This proposal will investigate the hippocampus, a highly inter-connected structure containing many subregions. Although considered the memory centre of the brain, we still do not know the exact roles of these subregions during memory processes. Using novel brain neuroimaging acquisition methods and analyses, this project aims to map the internal structure and functions of the hippocampus and its functional networks under ....Human hippocampus subregions organisation and associative memory processes. This proposal will investigate the hippocampus, a highly inter-connected structure containing many subregions. Although considered the memory centre of the brain, we still do not know the exact roles of these subregions during memory processes. Using novel brain neuroimaging acquisition methods and analyses, this project aims to map the internal structure and functions of the hippocampus and its functional networks under different memory conditions and how these functions change with age. The intended outcome of this proposal is to provide the foundations for the first integrated model of human memory and its biological basis and to generate a benchmark against which future development of memory interventions and retraining can be measured.Read moreRead less