Biologically-inspired detection, pursuit and interception of moving objects by unmanned aircraft systems. Although it is well known that aggressive honeybees are very effective at detecting, pursuing and intercepting moving targets, this behaviour has never been studied quantitatively. This project will use high-speed video cinematography to investigate this behaviour, to develop visual algorithms for the detection of moving targets, and to create dynamical models of the mechanisms that control ....Biologically-inspired detection, pursuit and interception of moving objects by unmanned aircraft systems. Although it is well known that aggressive honeybees are very effective at detecting, pursuing and intercepting moving targets, this behaviour has never been studied quantitatively. This project will use high-speed video cinematography to investigate this behaviour, to develop visual algorithms for the detection of moving targets, and to create dynamical models of the mechanisms that control pursuit. The resulting algorithms will be incorporated into unmanned aerial vehicles for detecting, monitoring and tracking other objects in the sky, and their performance will be evaluated. The results will provide a better understanding of the biological basis of pursuit behaviour, as well as lead to novel technologies for aerial surveillance and safety.Read moreRead less
The roles of spectral cues and auditory plasticity in auditory localisation, speech segregation and speech intelligibility. Our recent work shows that high frequency energy in speech is important for the localisation of speech and may also aid in improving speech intelligibility in noisy environments. The work proposed here will systematically explore this somewhat surprising new finding and the results will be incorporated into a predictive model of speech intelligibility under spatial listenin ....The roles of spectral cues and auditory plasticity in auditory localisation, speech segregation and speech intelligibility. Our recent work shows that high frequency energy in speech is important for the localisation of speech and may also aid in improving speech intelligibility in noisy environments. The work proposed here will systematically explore this somewhat surprising new finding and the results will be incorporated into a predictive model of speech intelligibility under spatial listening conditions. This work includes a systematic study of auditory functional plasticity to changes in the spatial cues. Taken together, the outcomes of this work will unlock a range of new approaches to enhancing spatial hearing in multi-channel communication devices and spatial hearing aids.Read moreRead less
Novel Neural Interfaces and Instrumentation for Stimulation and Monitoring of Retinal Activation in an Epiretinal Vision Prosthesis. Australia's reputation in medical neuroprostheses is second to none with the most notable example being the 'bionic ear' for the deaf. This research compliments that reputation by advancing science and engineering knowledge towards achieving a truly beneficial prosthesis for the blind, a 'bionic eye'. This research will also advance our capacity to address other a ....Novel Neural Interfaces and Instrumentation for Stimulation and Monitoring of Retinal Activation in an Epiretinal Vision Prosthesis. Australia's reputation in medical neuroprostheses is second to none with the most notable example being the 'bionic ear' for the deaf. This research compliments that reputation by advancing science and engineering knowledge towards achieving a truly beneficial prosthesis for the blind, a 'bionic eye'. This research will also advance our capacity to address other areas of therapeutic medical implants including those for limb movement to the paralysed. Benefits to the community include the very real possibility of restoring some visual capacity to the blind thus improving their quality of life through improved mobility, social interaction, and mental health. Read moreRead less
Natural form, aesthetics and the human brain. This project aims to study how the brain represents the emotion of aesthetic experience. This project will establish the characteristics of flowers and floral design that govern their appeal using large scale web based data collection, and identify the neural representation of floral beauty using integrative data analysis. Outcomes of the project are expected to help flower growers and designers with product planning, supporting industry sustainabili ....Natural form, aesthetics and the human brain. This project aims to study how the brain represents the emotion of aesthetic experience. This project will establish the characteristics of flowers and floral design that govern their appeal using large scale web based data collection, and identify the neural representation of floral beauty using integrative data analysis. Outcomes of the project are expected to help flower growers and designers with product planning, supporting industry sustainability. The project will also establish how the brain generates positive experience in response to our visual environment, promoting well-being by enabling informed visual design decisions.Read moreRead less
Mobile computation in human perception and feature binding. Perception is so complex that still we cannot give computers more than a fraction of the human ability to perceive things. Experiments with humans can unravel the computations that underlie human abilities. Here we focus on distinguishing between perceptual mechanisms that analyze information from only patches of the visual world and those that combine information from across the visual field as an object moves across it. Results should ....Mobile computation in human perception and feature binding. Perception is so complex that still we cannot give computers more than a fraction of the human ability to perceive things. Experiments with humans can unravel the computations that underlie human abilities. Here we focus on distinguishing between perceptual mechanisms that analyze information from only patches of the visual world and those that combine information from across the visual field as an object moves across it. Results should also help to understand the general issue of how the brain combines information from different groups of neurons. Australian understanding of brains should be advanced, benefiting neuroscience, medicine, and eventually computer science.Read moreRead less
The role of spike patterning in shaping human perception of tactile stimuli. Every touch sensation from our fingertips is conveyed to the brain through the nerves by means of electrical impulses similar to any digital device. Using unique technology developed in our lab we can intercept this neural communication and insert our own messages to test how these signals are interpreted and converted into perceptual experiences. We aim to reveal the rules by which timing of neural signal patterns shap ....The role of spike patterning in shaping human perception of tactile stimuli. Every touch sensation from our fingertips is conveyed to the brain through the nerves by means of electrical impulses similar to any digital device. Using unique technology developed in our lab we can intercept this neural communication and insert our own messages to test how these signals are interpreted and converted into perceptual experiences. We aim to reveal the rules by which timing of neural signal patterns shapes the perception of touch - specifically intensity and frequency of vibration. By recording signals from neurons and by testing human perception, we will learn about neural processing mechanisms. The new knowledge generated about sensory coding will be essential for rendering a virtual sense of touch.Read moreRead less
The encoding of friction by tactile mechanoreceptors - the key to fingertip force control during dexterous object manipulation by humans. Unmatched human ability to control the hand so that brittle objects are gently held without slipping, or being crushed by excessive force rely on sophisticated tactile sense in the fingertips. This project will record and analyse signals which human nerves are sending from fingertip receptors to the brain centres controlling hand actions.
Adaptation and after effects in perception of tactile motion. This project investigates sensory properties of the skin covering the human hand, focusing on the ability to perceive how surfaces move across the palm when objects are handled or explored. This project aims to elucidate sensory information processing, leading to applications in diagnostics of neurological disorders and robotics.
Sensory mechanisms underlying human dexterity in object manipulation. This project aims to understand the sensory mechanisms and biomechanics underlying sensory encoding. Tactile sensory information is crucial for controlling grip forces so that delicate objects are held without slipping, or being crushed by excessive force. This project will record signals from single human tactile receptors using microneurography. By modelling the neural data with skin biomechanical events, this project aims t ....Sensory mechanisms underlying human dexterity in object manipulation. This project aims to understand the sensory mechanisms and biomechanics underlying sensory encoding. Tactile sensory information is crucial for controlling grip forces so that delicate objects are held without slipping, or being crushed by excessive force. This project will record signals from single human tactile receptors using microneurography. By modelling the neural data with skin biomechanical events, this project aims to reveal sensory mechanisms underlying the human ability to manipulate objects and use tools. This research could lead to next generation sensory-controlled prosthetics and robotic manipulators.Read moreRead less
Predicting Behaviour from Brain Representations. This project aims to advance our understanding of how perceptual information is represented in the human brain and to link the structure of perceptual brain representations to human behaviour. The project plans to use complementary methods for recording brain activity (human neuroimaging and primate single-cell neurophysiology) and cutting-edge analytic techniques to generate a predictive model of behaviour based on the structure of perceptual bra ....Predicting Behaviour from Brain Representations. This project aims to advance our understanding of how perceptual information is represented in the human brain and to link the structure of perceptual brain representations to human behaviour. The project plans to use complementary methods for recording brain activity (human neuroimaging and primate single-cell neurophysiology) and cutting-edge analytic techniques to generate a predictive model of behaviour based on the structure of perceptual brain representations. It is anticipated that the results will significantly advance the field of cognitive neuroscience by providing a novel empirical framework for understanding how brain representations are predictive of behaviour.Read moreRead less