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Zeroing Neural Networks Hypnosis 'It hit all the rightDescribes the theoretical and practical aspects of finite time ZNN methods for solving an array of computational problems Zeroing Neural Networks (ZNN) have become essential tools for solving discretized sensor driven time varying matrix problems in engineering, control theory, and on chip applications for robots. Building on the original ZNN model, finite time zeroing neural networks (FTZNN) enable efficient, accurate, and predictive real time