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Field
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recognize that artificial intelligence and machine learning are changing all aspects of neuroscience from analysis of neural activity to network modeling to imaging to bioinformatics to molecular modeling. We
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and injury. We are looking for recruits whose research program that align with any of the current research themes at ARMI: https://armi.org.au/our-groups/ Heart and Muscle Development and Regeneration
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and in the experimental and/or theoretical study of neural networks, or possession of a PhD relevant to the required experience; h) Knowledge of English and basic computer skills (to be assessed during
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(including numerical optimisation, variational methods and MCMC sampling) C3 State-of-the-art deep learning (including transformers, graph neural networks and normalising flows) C4 Use of GPU programming and
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telecommunication as well as IT technologies. The experience in the field of data processing in radioelectronic systems, pattern recognition, neural networks and machine learning technology is especially desirable
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Technologies (Ireland); and a network-wide training program. Responsibilities and qualifications The PhD scholarship is on the topic of “Carbon-Aware Neural Architecture Search (NAS)”. Most AI models are built
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an advantage. Familiarity with surrogate modelling and physics-informed neural networks (PINNs) for generalising simulation-based predictions would be an advantage. Experience Experience integrating simulation
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Biopsychology (m/f/x) Our group investigates the neural basis of cognition and behavior using pigeons as a model system. We combine advanced behavioral, anatomical, and neuroimaging approaches to study the neural
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of innovative AI approaches for mental health research by designing neural networks and large language models for difficult-to-treat depression. You will contribute to the design of research materials and data
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diverse set of time-dependent forecasting models (e.g., neural network, mechanistic, statistical, and data-driven) to serve as experts within the integrative architecture. (iii) Mixture-of-experts