Titlebook: Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions; 28th International C Igor V. Tetko,Věra Kůrkov

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0302-9743 Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learni

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Ferroptosis in Health and Diseaser recognition of video-based human actions. Our experiment comprises off-the-shelf components and implements an easy-to-train neural network, scalable up to 16,384 nodes, and performing with a near state-of-the-art accuracy. Our findings pave the way towards photonic information processing systems for real-time video processing.

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Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computerr recognition of video-based human actions. Our experiment comprises off-the-shelf components and implements an easy-to-train neural network, scalable up to 16,384 nodes, and performing with a near state-of-the-art accuracy. Our findings pave the way towards photonic information processing systems for real-time video processing.

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Diamagnetismus und Paramagnetismusprominent behavior of the high-dimensional nonlinear dynamical systems called .. We also characterize this itinerant dynamics in terms of the fluctuations of the finite-time Lyapunov exponents and the eigenvalue spectra of the recurrent weight matrices after learning.