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Field
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concentration/functional inequalities Markov processes and stochastic analysis Theoretical analysis of neural networks and deep learning Foundations of reinforcement learning and bandit algorithms Mathematical
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. The postdoctoral fellow will lead the development of cutting-edge, explainable graph neural network (GNN) models that integrate microbiome functional profiles, host genetic variation, and behavioral phenotypes from
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imaging data (e.g., CellProfiler, convolutional neural networks).•Knowledge of chemo-informatics and drug discovery.•Strong practical statistical skills (batch effects, confounders, experiment design). You
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. The ideal candidate should have a strong background in artificial intelligence and machine learning, with demonstrated experience in developing and training neural networks for predictive modeling. Position
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neural networks, and related areas. The previous research work has been partially supported by research grants from several countries, including EPSRC Programme grant "Symmetries and Correspondence
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, cognitive neuroscience, or related fields. Essential qualifications include: Interest in neural mechanisms of experience-dependent behavioral change Readiness to contribute to task development (e.g., scanner
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with traffic jams spreading like oil spills over entire networks. We believe traffic management based on reliable predictions is therefore crucial to ensure accessibility and safety, especially during
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learning and brain plasticity. Successful applicants hold a doctoral degree in psychology, cognitive neuroscience, or related fields. Essential qualifications include: Interest in neural mechanisms
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areas will be considered when selecting candidates: Machine Learning, Neural Networks, Numerical solutions of Partial Differential Equations and Stochastic Differential Equations, Numerical Optimization
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funded through the ERC project SleepCog and associated grants, with an appointment of two years. Start date is January 2027 or by agreement. About the Group The Boccara group investigates the neural