A unified theory of performance in absolute identification tasks. The ability to identify stimuli is fundamentally important in human cognition and is studied in absolute identification tasks, where people must identify one out of a number of stimuli, varying on a single dimension, with an appropriate label. A remarkable finding is that people cannot reliably identify more than about seven different stimuli. This limit imposes severe practical restrictions on our ability to categorise stimuli an ....A unified theory of performance in absolute identification tasks. The ability to identify stimuli is fundamentally important in human cognition and is studied in absolute identification tasks, where people must identify one out of a number of stimuli, varying on a single dimension, with an appropriate label. A remarkable finding is that people cannot reliably identify more than about seven different stimuli. This limit imposes severe practical restrictions on our ability to categorise stimuli and constitutes a perplexing problem for cognitive theory. This project involves an international collaborative effort by five leading researchers in mathematical psychology to develop a comprehensive, integrative model of human performance in absolute identification tasks.
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The Analog Mind: Connectionism, Consciousness and Mental Representation. The aim of our project is to explore novel conjectures about the way information is coded and processed in the brain, and the manner in which the brain manufactures consciousness. This work may eventually pay rich dividends by reducing the incidence of mental illnesses, such as schizophrenia, that disturb conscious experience. It may also lead to the development of more powerful forms of computation in artificial neural ne ....The Analog Mind: Connectionism, Consciousness and Mental Representation. The aim of our project is to explore novel conjectures about the way information is coded and processed in the brain, and the manner in which the brain manufactures consciousness. This work may eventually pay rich dividends by reducing the incidence of mental illnesses, such as schizophrenia, that disturb conscious experience. It may also lead to the development of more powerful forms of computation in artificial neural networks. This will have a significant impact on the artificial intelligence industry, with obvious economic benefits for Australia.
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Investigating The Role Of The UPF3B Gene And Nonsense Mediated RNA Decay (NMD) Process In Mental Retardation.
Funder
National Health and Medical Research Council
Funding Amount
$572,710.00
Summary
Intellectual disability is a frequent and important medical problem. Genetic and environmental factors contribute about equally to the aetiology of intellectual disability. Estimated 1-3% of population suffer from a form of intellectual disability. Among the genetic factors contributing to intellectual disability are genes, and their mutations, on one of the human chromosomes, chromosome X. We have been studying human X-chromosome genes for many years and discovered in excess of 20 novel genes c ....Intellectual disability is a frequent and important medical problem. Genetic and environmental factors contribute about equally to the aetiology of intellectual disability. Estimated 1-3% of population suffer from a form of intellectual disability. Among the genetic factors contributing to intellectual disability are genes, and their mutations, on one of the human chromosomes, chromosome X. We have been studying human X-chromosome genes for many years and discovered in excess of 20 novel genes causing various forms of intellectual disability. Surprisingly the number of genes, in which mutations cause various forms of intellectual disability is unexpectedly high. Just on the human X-chromosome we expect in excess of 200 such genes, which is nearly 30% of the gene content of this chromosome. We propose to study a novel gene, UPF3B, we recently identified to be mutated in a form of intellectual disability. The normal function of this gene and its protein is known to a certain extent. The UPF3B protein plays a role of a guardian of other genes in human (and also other species) cells. The role of the UPF3B protein is to prevent erroneous genetic information to be used for the building of proteins with potentially toxic effects to the organism. In our patients this process clearly malfunctions as a consequence of the damaged UPF3B gene. We propose to shed some more light in to the molecular intricacies of this process with the aim to better understand the mechanics of the process. Families, which participate in our studies and have this gene involved will benefit from the availability of direct test. Multiple other families around the world are also likely to benefit, now or in the future.Read moreRead less
Mechanical Factors In Normal Human Colonic Motility
Funder
National Health and Medical Research Council
Funding Amount
$650,023.00
Summary
Abnormal human colonic contractions cause significant medical, societal and financial burdens. Diagnosis and treatment of motility disorders requires an understanding of normal colonic contractility against which to measure dysfunction. Through state-of-the-art recording and analytical techniques, developed by the applicants, this project will provide the first clear description of normal human colonic motor patterns and how they are generated.
Parameterized Analysis of Bio-inspired Computing - From Theory to High Performing Algorithms. This project will establish the field of parameterised analysis of bio-inspired computing which includes prominent approaches such as evolutionary algorithms and ant colony optimisation. It will rigorously analyse features of instances of combinatorial optimisation problems and their impact on the runtime behaviour of bio-inspired computing methods. Furthermore, the project will design new bio-inspired ....Parameterized Analysis of Bio-inspired Computing - From Theory to High Performing Algorithms. This project will establish the field of parameterised analysis of bio-inspired computing which includes prominent approaches such as evolutionary algorithms and ant colony optimisation. It will rigorously analyse features of instances of combinatorial optimisation problems and their impact on the runtime behaviour of bio-inspired computing methods. Furthermore, the project will design new bio-inspired computing algorithms that make use of instance features and hardness characteristics. The results will advance the theoretical knowledge of bio-inspired computing, bridge the gap between theory and practice, and provide more powerful algorithms for complex optimisation problems occurring for example in the field of supply chain management for the mining industry.Read moreRead less
Benchmarking the neurophysiology of human cortex models in vitro. This project aims to improve human brain models in vitro by developing an analytical tool benchmarking biophysical similarities to the adult human cortex. This project expects to generate new knowledge by testing for the first time the theory that integrating sensory-like inputs and awake/sleep-like cycles of electrical activity in vitro may complete the maturation of human brain organoid models. It will also generate new methods ....Benchmarking the neurophysiology of human cortex models in vitro. This project aims to improve human brain models in vitro by developing an analytical tool benchmarking biophysical similarities to the adult human cortex. This project expects to generate new knowledge by testing for the first time the theory that integrating sensory-like inputs and awake/sleep-like cycles of electrical activity in vitro may complete the maturation of human brain organoid models. It will also generate new methods to simplify the analysis of multimodal path-clamping data (Patch-seq). Expected outcomes will facilitate research collaboration and the reproducibility of accurate experimental replicates of the human brain. This will provide significant benefits in the global race to understand human brain computation mechanisms.Read moreRead less
Thinking brains and bodies: distributed cognition and dynamic memory in Australian Dance Theatre. Creative thinking, learning and memory - key features of human cognition - will be investigated in the context of dance in this project. Complementary quantitative and qualitative methods will shed light on process and communication in the Australian Dance Theatre and the arts more broadly, and inform new accounts of thinking as embodied and distributed.
Brain Repair Following Stroke: The Role Of Npas4, A Neural-specific Transcription Factor
Funder
National Health and Medical Research Council
Funding Amount
$611,053.00
Summary
Stroke is the #1 cause of adult disability in Australia and #2 cause of death. About 60,000 Australians suffer a stroke each year while about 250,000 live with the disabilities of stroke, costing over $2B/year. The Queen Elizabeth Hospital and University of Adelaide will study why the Npas4 gene switches on after stroke and the role it plays in brain repair. Future health benefits may be tests to help improve stroke outcome in patients and therapy to decrease loss of brain cells after stroke.
Can attentional re-training reduce food cravings and consumption? This project aims to determine the impact of a procedure involving the re-training of attention to food cues on food cravings and food intake. Results will advance our understanding of food cravings and contribute to interventions aimed at curbing unwanted cravings and (over) consumption.
The relationship between cognitive capacity and driver competence following acquired brain injury: Implications for driver rehabilitation and training. This project develops a model of driver rehabilitation and training, based on speed of information processing variables, for people with acquired brain injuries (ABI). Current evaluations of fitness to drive lack sufficient theoretical and empirical foundations. Consequent problems include inappropriate decisions about fitness to drive, comprom ....The relationship between cognitive capacity and driver competence following acquired brain injury: Implications for driver rehabilitation and training. This project develops a model of driver rehabilitation and training, based on speed of information processing variables, for people with acquired brain injuries (ABI). Current evaluations of fitness to drive lack sufficient theoretical and empirical foundations. Consequent problems include inappropriate decisions about fitness to drive, compromised driver safety, and inadequate driver training. Accurate assessment of ABI processing deficits will generate driver-training programs tailored to individual needs. The project also addresses rehabilitation and training outcomes, particularly as they relate to reduced social services needs and enhanced quality of life. It provides a paradigm for evaluating rehabilitation outcomes in wider contexts.
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