Complexity in a mesoscopic model of brain dynamics. Research into how the brain work remains at the frontier of human knowledge. We possess only the vaguest idea how the brain is able to generate memories, perceptions and behaviour. This research proposal concerns new approaches aimed at bridging this gap in our understanding by developing and studying detailed theories of the brain's electrical activity. The outcomes of this work will not only suggest improved diagnostic methods and treatments ....Complexity in a mesoscopic model of brain dynamics. Research into how the brain work remains at the frontier of human knowledge. We possess only the vaguest idea how the brain is able to generate memories, perceptions and behaviour. This research proposal concerns new approaches aimed at bridging this gap in our understanding by developing and studying detailed theories of the brain's electrical activity. The outcomes of this work will not only suggest improved diagnostic methods and treatments but contribute vital knowledge about how to control and predict the behaviour of complex systems.Read moreRead less
The neuronal basis of visual consciousness: how brain rhythms control the doors of perception. Slow oscillatory brain wave activity may control the incoming flow of visual information from the world and modulate our perception. While recording neuronal activity directly from the brain, this project will modulate this rhythmic influence using novel visual illusions and brain stimulation techniques to control subjective visual perception.
Special Research Initiatives - Grant ID: SR120300015
Funder
Australian Research Council
Funding Amount
$16,000,000.00
Summary
The Science of Learning Research Centre. In this innovative new Centre, researchers in education, neuroscience and cognitive psychology will work together with teachers to understand the learning process. This collaboration will establish new criteria to assess the impact of different types of learning and strategies to inform teaching practices of benefit to all Australians.
The cognitive control of saccades: identifying neuroanatomical and neurophysiological substrates. This project will use imaging techniques to provide a greater understanding of neural processes underpinning the cognitive control of eye movement. As eye movements are often used as a measure cognition, understanding the functional organisation of the eye movement network, and the differences that predict how well a person performs, is crucial.
Computational neuroanatomy: analysis of neural connections in the primate brain. This project will map the full network of connections between brain cells, using a computer graphics database that will consolidate data from hundreds of experiments. This will allow the first realistic simulations of neural activity, and will provide new insights about the structure and function of the nervous system.
Hierarchical information processing in the primate visual cortex. This project aims to understand how visual information is transformed across hierarchical levels in the brain. Neuroscientists have long recognised that the visual cortex can be conceptualised as a hierarchical processing network. This became apparent when learning algorithms based on hierarchical networks ("deep learning") changed artificial intelligence. This project will combine high-throughput electrophysiology with analytical ....Hierarchical information processing in the primate visual cortex. This project aims to understand how visual information is transformed across hierarchical levels in the brain. Neuroscientists have long recognised that the visual cortex can be conceptualised as a hierarchical processing network. This became apparent when learning algorithms based on hierarchical networks ("deep learning") changed artificial intelligence. This project will combine high-throughput electrophysiology with analytical tools adopted from deep learning. By explaining the physiological properties of higher-level neurons in terms of hierarchical networks, the project expects to address long standing questions in neuroscience, and provide insights on biological hierarchical computation.Read moreRead less
Understanding complex networks of connections in the primate cerebral cortex. The most fundamental characteristic of brain cells is that they can interchange information through electrical pulses, which run along cable-like membrane specialisations. This creates a hugely complex network of cell-to-cell connections. Understanding this network is necessary to allow new insights on how the brain works as an integrated system, and on how information processing in the brain changes as result of disea ....Understanding complex networks of connections in the primate cerebral cortex. The most fundamental characteristic of brain cells is that they can interchange information through electrical pulses, which run along cable-like membrane specialisations. This creates a hugely complex network of cell-to-cell connections. Understanding this network is necessary to allow new insights on how the brain works as an integrated system, and on how information processing in the brain changes as result of diseases and normal ageing. This project will produce the first comprehensive digital map of the connections in a primate brain. This project will use advanced statistical techniques to determine how to best subdivide the brain into processing nodes, and the logic behind the network of connections that integrates these nodes. 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
Functional tracing of brain circuitry by a novel approach. A genetically modified virus is taken up by axon terminals (the 'output' part of a nerve cell) and transported by the cell back to the cell body (its 'input' part). Once there, it makes a protein that makes the cell sensitive to blue light. This new tool may be instrumental in answering questions about nerve connections that cannot be answered in other ways.
Building a visual world: how brain circuits create and use representations. This project aims to demonstrate the presence, computation, and use of an invariant representation for texture structure. The proposed approach is interdisciplinary and combines image analysis, electrophysiology, optogenetics and computational modelling.
Expected outcomes of this project include learning how neurons encode properties of natural images, defining a novel computational tool for analysis of textures, and ne ....Building a visual world: how brain circuits create and use representations. This project aims to demonstrate the presence, computation, and use of an invariant representation for texture structure. The proposed approach is interdisciplinary and combines image analysis, electrophysiology, optogenetics and computational modelling.
Expected outcomes of this project include learning how neurons encode properties of natural images, defining a novel computational tool for analysis of textures, and new knowledge of how multiple brain areas work together to represent the visual world. This should provide significant benefits for the development of artificial visual systems, and impact on brain research broadly by increasing the number of tools available to predict complex representations at the cellular level.Read moreRead less