Special Research Initiatives - Grant ID: SR0354596
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researche ....Perception and Action in Auditory Scenes (PAAS): Neural, Behavioural, Computational and Mechanical Systems. Auditory scenes are temporal and ephemeral yet pervasively influence human life. How humans negotiate such scenes has not been solved, a fact highlighted by attempts to build machines to respond to speech, warnings etc., in real-world situations with room reverberation, different talkers, and background noise. No one discipline can solve such problems. In this network outstanding researchers from physical, medical, human, and social sciences with interests in speech, music and audition will provide insights into how humans and machines localize, recognize, interpret and produce auditory events, and advance frontier technologies, e.g., automatic speech recognition, hearing prostheses, auditory monitoring/warning systems.Read moreRead less
Organization and Plasticity of Visual Processing in a Miniature Brain. To recognise objects a brain must have an internal representation of most likely object appearance. Two ways in which brains may posses this information include a hard wired template system, and/or the neuroplasticity to learn novel objects. Recent investigations on honeybee vision show that this animal can learn to recognise very difficult objects, although currently we do not know how the miniaturised bee brain manages thes ....Organization and Plasticity of Visual Processing in a Miniature Brain. To recognise objects a brain must have an internal representation of most likely object appearance. Two ways in which brains may posses this information include a hard wired template system, and/or the neuroplasticity to learn novel objects. Recent investigations on honeybee vision show that this animal can learn to recognise very difficult objects, although currently we do not know how the miniaturised bee brain manages these tasks. This project will reveal changes that occur in the processing of visual objects by the bee's brain with increasing experience, with potential applications including robotics or building interfaces between sensors and biological systems.Read moreRead less
The Role of Colour and Luminance in Spatial Location. How does the brain form our impression of the world? Black and white images appear normal to us. However, colour images without luminance variation have little depth, suggesting that the brain does not process colour in the same way as luminance. A series of fresh experiments examine how colour and luminance are utilised for seeing the depth and position of objects. The results will help us to understand how the first stages of visual process ....The Role of Colour and Luminance in Spatial Location. How does the brain form our impression of the world? Black and white images appear normal to us. However, colour images without luminance variation have little depth, suggesting that the brain does not process colour in the same way as luminance. A series of fresh experiments examine how colour and luminance are utilised for seeing the depth and position of objects. The results will help us to understand how the first stages of visual processing in the brain shape our sense of the world, and help develop theories of human vision, as well as animal and machine models of vision.Read moreRead less
Mechanisms underlying the perception of surface slant. How our brain encodes sensory information is of fundamental importance in neuroscience. Visual after-effects (how looking at various stimuli can affect the perception of subsequently presented stimuli) have provided valuable information about mechanisms of perceptual coding. We will use an adaptation paradigm to examine two-dimensional and three-dimensional after-effects, and their dependence on common mechanisms. Stimulus manipulations will ....Mechanisms underlying the perception of surface slant. How our brain encodes sensory information is of fundamental importance in neuroscience. Visual after-effects (how looking at various stimuli can affect the perception of subsequently presented stimuli) have provided valuable information about mechanisms of perceptual coding. We will use an adaptation paradigm to examine two-dimensional and three-dimensional after-effects, and their dependence on common mechanisms. Stimulus manipulations will allow us to probe the steps involved in recovering three-dimensional slant, and recording the full time-course of the after-effect will allow us to gauge the plasticity of these mechanisms. These effects will be modelled in terms of the response properties of cortical neurons.Read moreRead less
Stochastic, Neurally-Plausible Models for Selective Attention and Decision Making. An understanding of the basic cognitive processes involved in attention and decision making is the goal of international research effort in a number of disciplines. The benefits expected from such understanding include improvements in the diagnosis and treatment of a variety of cognitive deficits and improved occupational safety and efficiency in settings involving interaction with complex systems, such air traffi ....Stochastic, Neurally-Plausible Models for Selective Attention and Decision Making. An understanding of the basic cognitive processes involved in attention and decision making is the goal of international research effort in a number of disciplines. The benefits expected from such understanding include improvements in the diagnosis and treatment of a variety of cognitive deficits and improved occupational safety and efficiency in settings involving interaction with complex systems, such air traffic control, airline cockpits, motor vehicles, and process management. By developing mathematical models of these processes and the neural mechanisms that underlie them, this project will contribute to this understanding. It will also provide international postdoctoral opportunties for Australian-trained Ph.D. graduates.Read moreRead less
An Integrated Theory of Attention and Decision Making. Biologically, the fundamental computational task carried out by the human brain is the translation of perception into action. To perform this translation, attentional processes select relevant stimuli from the environment and decision processes then identify the selected stimuli. This project develops an integrated theory of attention and decision making in simple visual tasks, which will help us understand how these tasks are carried out i ....An Integrated Theory of Attention and Decision Making. Biologically, the fundamental computational task carried out by the human brain is the translation of perception into action. To perform this translation, attentional processes select relevant stimuli from the environment and decision processes then identify the selected stimuli. This project develops an integrated theory of attention and decision making in simple visual tasks, which will help us understand how these tasks are carried out in the brain. Understanding how these tasks are performed biologically will aid in the design of autonomous information-gathering and decision-making agents whose actions simulate human behaviour. Read moreRead less
The Stochastic Dynamics of Visual Attention. This project develops and tests a class of mathematical models of how information is represented statistically in the human visual system and how that representation is modified by selective attention. These models synthesise current theories about how the visual system encodes information and how people make judgements on the basis of that information. The domain of application of the existing class of models will be extended to allow them to predi ....The Stochastic Dynamics of Visual Attention. This project develops and tests a class of mathematical models of how information is represented statistically in the human visual system and how that representation is modified by selective attention. These models synthesise current theories about how the visual system encodes information and how people make judgements on the basis of that information. The domain of application of the existing class of models will be extended to allow them to predict performance in more complex settings than has hitherto been the case. A program of experimental studies will test the models by measuring human performance in response to computer-generated stimuli.
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The roles of attention and masking in perception of rapidly-sequential stimuli. Many activities, such as driving and reading, require us to process rapidly-sequential visual inputs and to rapidly switch between different tasks. The present work uses a novel combination of behavioural testing and electrophysiological recording of brain activity to examine the mechanisms that underlie perception and performance under these conditions. This work will place Australian research at the forefront of ....The roles of attention and masking in perception of rapidly-sequential stimuli. Many activities, such as driving and reading, require us to process rapidly-sequential visual inputs and to rapidly switch between different tasks. The present work uses a novel combination of behavioural testing and electrophysiological recording of brain activity to examine the mechanisms that underlie perception and performance under these conditions. This work will place Australian research at the forefront of international work on perception and cognitive neuroscience and contribute to student training. More importantly, it may lead to the design of safer driving environments or the creation of programs that will help Australian children learn to read more effectively.Read moreRead less
The advantage of being magnocellular: the role of the dorsal visual stream in object identification. The primary benefit of this project is to basic science and tertiary teaching globally. Visual processing and how it activates attention and operates to guide actions and cognitive behaviour is fundamental to our understanding of life and brain evolution. In particular this new knowledge will further understanding of many cognitive symptoms associated with neurodevelopmental disorders and in the ....The advantage of being magnocellular: the role of the dorsal visual stream in object identification. The primary benefit of this project is to basic science and tertiary teaching globally. Visual processing and how it activates attention and operates to guide actions and cognitive behaviour is fundamental to our understanding of life and brain evolution. In particular this new knowledge will further understanding of many cognitive symptoms associated with neurodevelopmental disorders and in the future should lead to design of better educational technologies for such children. Similarly understanding of temporal sequencing of vision has commercial implications for design of bionic eyes and robotic vision processing.Read moreRead less
Neurobiological computation using self organization. Despite their phenomenal power and speed there are many simple things that computers still cannot do, that humans, and indeed many animals, are able to perform effortlessly. The research outlined in this proposal aims to develop new, biologically inspired, computational approaches that attempt to bridge this gap. This research will help place Australia, despite its relatively small size, as a leading research community in the development of ....Neurobiological computation using self organization. Despite their phenomenal power and speed there are many simple things that computers still cannot do, that humans, and indeed many animals, are able to perform effortlessly. The research outlined in this proposal aims to develop new, biologically inspired, computational approaches that attempt to bridge this gap. This research will help place Australia, despite its relatively small size, as a leading research community in the development of the next wave of computing devices. The development of new and "more natural" approaches to computing will deliver large dividends to a range of social, economic and environmental problems.Read moreRead less