Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications ....Spatial Cognition—Expressive Representation Formalisms and Effective Reasoning Mechanisms. The project will contribute significantly to the advancement of knowledge in breakthrough science in qualitative spatial reasoning and smart information use in geographic information systems. Expressive spatial languages are important in organising spatial knowledge, defining spatial query languages and guiding spatial data mining. Effective spatial reasoning mechanisms bring theory closer to applications including consistency checking and spatial query pre-processing. The project will help in extracting knowledge from massive spatial databases, meeting the growing needs of naive users for spatial information and establishing Australia as a major player in spatial cognition research and in the development of geo-location services.Read moreRead less
The causes and consequences of attentional rescaling. This project aims to investigate the mechanisms that underlie people’s capacity to rescale the focus of their visual attention. Such rescalings are important because they are linked with people’s capacity to perform specific tasks. Using an innovative approach within cognitive psychology that integrates individual differences, experimental, and training frameworks, this project expects to generate new theoretical knowledge about attentional ....The causes and consequences of attentional rescaling. This project aims to investigate the mechanisms that underlie people’s capacity to rescale the focus of their visual attention. Such rescalings are important because they are linked with people’s capacity to perform specific tasks. Using an innovative approach within cognitive psychology that integrates individual differences, experimental, and training frameworks, this project expects to generate new theoretical knowledge about attentional re-scaling and its possible improvement. The expected outcomes include selection and training programs for specific contexts such as training athletes and flight attendants. Economic benefits can be expected through the identification of those who will benefit most from training (reducing waste) and developing cost-effective forms of training which improve task performance.Read moreRead less
Social relations and social engagement in older adulthood: implications for health, well being and cognition. This project will examine the nature of changes in peoples social networks that occur with age and the effects of these changes on health and well being in later life. The project will use information collected as part of several ongoing Australian studies of ageing and will have implications for social policy.
Comprehending and modelling the workings of the animal brain. Truly understanding how the brain operates is a grand challenge of 21st century neuroscience. Progress toward this goal can be made through studying small-brained animals, like the honey bee. This project aims to use microscopy and pharmacology to analyse the neural mechanisms by which bees learn and classify complex things. This will enable the construction of a computational model of decision making in the bee brain. Analysing this ....Comprehending and modelling the workings of the animal brain. Truly understanding how the brain operates is a grand challenge of 21st century neuroscience. Progress toward this goal can be made through studying small-brained animals, like the honey bee. This project aims to use microscopy and pharmacology to analyse the neural mechanisms by which bees learn and classify complex things. This will enable the construction of a computational model of decision making in the bee brain. Analysing this model will test what is understood about the operation of the animal brain, and what simulates it. This project aims to reveal how neural circuits make complex decisions; establish key principles and foundational studies for comprehending larger more complex brains, and yield new approaches to machine learning.Read moreRead less
Deliberative democracy and climate change: building the foundations of an adaptive system. This project will find mechanisms for improving public debate regarding climate change and the ability to respond to the challenge, as well as the politics surrounding it. It will make recommendations about the approaches needed to transform the issue and at the same time achieve better democratic outcomes.
Automatic Authorities: Charting a Course for Legitimate AI. Public and private actors are increasingly using Artificial Intelligence (AI) to exercise power over citizens, who are increasingly unsure whether to accept that power. AI faces a crisis of legitimacy. This project aims to use technically- and empirically-grounded philosophy to make Australia a global leader in the study and design of legitimate AI. The project expects to launch and make fundamental progress in a new field: the Politica ....Automatic Authorities: Charting a Course for Legitimate AI. Public and private actors are increasingly using Artificial Intelligence (AI) to exercise power over citizens, who are increasingly unsure whether to accept that power. AI faces a crisis of legitimacy. This project aims to use technically- and empirically-grounded philosophy to make Australia a global leader in the study and design of legitimate AI. The project expects to launch and make fundamental progress in a new field: the Political Philosophy of AI. Expected outcomes include new strategies shared with industry and government partners for designing and deploying legitimate AI systems. Expected benefits include the opportunity to enjoy the public and private efficiencies enabled by AI, without compromising our freedom and equality.Read moreRead less
Changing your mind by changing your brain: An interventionist perspective on cognitive neuroscience. Functional neuroimaging provides a tremendous amount of information about the brain, but what it shows about the mind is less clear. Addressing this fundamental philosophical question requires developing a detailed account of theory-testing in cognitive neuroscience. This project aims to connect neuroimaging to theories of explanation that focus on the way one variable can make a difference to an ....Changing your mind by changing your brain: An interventionist perspective on cognitive neuroscience. Functional neuroimaging provides a tremendous amount of information about the brain, but what it shows about the mind is less clear. Addressing this fundamental philosophical question requires developing a detailed account of theory-testing in cognitive neuroscience. This project aims to connect neuroimaging to theories of explanation that focus on the way one variable can make a difference to another. By linking neuroimaging to facts about manipulable relationships between the brain and the mind, it will also provide a bridge between neuroimaging and complementary technologies for directly intervening on the brain. This, in turn, will provide a platform from which to explore the theoretical and ethical consequences of direct brain manipulation.Read moreRead less
Neuronal and behavioural correlates of sensory adaptation. Sensory systems adapt to the statistics of their environment, and the consequences of this adaptation are evident in neuronal activity and in animal’s behaviour. This project will employ a novel paradigm to characterise how adaptation changes the response properties of individual sensory neurons to improve efficiency of information transmission.
Complex Ties: Investigating the Role of Networks in the Commercialisation of Public Research. This project seeks to understand the social processes that lead to commercialisation successes or failures in a competitive global economy and thereby identify activities that increase Australia’s ability to commercialise inventions from public research. Innovation is essential to Australia’s prosperity, bringing economic and social benefits. This project examines platform technologies which have a pote ....Complex Ties: Investigating the Role of Networks in the Commercialisation of Public Research. This project seeks to understand the social processes that lead to commercialisation successes or failures in a competitive global economy and thereby identify activities that increase Australia’s ability to commercialise inventions from public research. Innovation is essential to Australia’s prosperity, bringing economic and social benefits. This project examines platform technologies which have a potentially larger impact than single use technologies, because they can be applied in multiple ways. Using the latest advances in social network models, the project will detail the important substructures of collaboration networks which lead to commercialisation successes and failures, providing insights to improve the innovation process.Read moreRead less
Exploring evolvability: its causes, consequences and practical applications in a changing environment. Are some species better able to adapt to a changing world? This question has been the focus of theoretical debate, but, as the scale of current environmental change becomes apparent, it has increasing practical importance, because it concerns the ability of biological communities to respond to climate change and the potential for agriculture to adapt a changing landscape. This project is the fi ....Exploring evolvability: its causes, consequences and practical applications in a changing environment. Are some species better able to adapt to a changing world? This question has been the focus of theoretical debate, but, as the scale of current environmental change becomes apparent, it has increasing practical importance, because it concerns the ability of biological communities to respond to climate change and the potential for agriculture to adapt a changing landscape. This project is the first of its kind, because it translates theoretical concepts into practical information needed for the development of salt-tolerant crops, new strategies for avoiding the growing problem of resistance in parasites, and new ways of detecting biological communities at risk of extinction and invasion. Read moreRead less