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Titlebook: Brain-Inspired Computing; 4th International Wo Katrin Amunts,Lucio Grandinetti,Nicolai Petkov Conference proceedings‘‘‘‘‘‘‘‘ 2021 The Edito

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楼主: Melanin
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Brain-Inspired Algorithms for Processing of Visual Dataof the visual system of the brain and the structure of Convolutional Networks (ConvNets). We pay particular attention to the mechanisms of inhibition of the responses of some neurons, which provide the visual system with improved stability to changing input stimuli, and discuss their implementation in image processing operators and in ConvNets.
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M. Despontin,P. Nijkamp,J. Spronkallows to apply the ICA also to microscopic images, with reasonable computational effort. Apart from an automatic segmentation of gray matter regions, we applied the denoising procedure to several 3D-PLI images from a rat and a vervet monkey brain section.
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Independent Component Analysis for Noise and Artifact Removal in Three-Dimensional Polarized Light Iallows to apply the ICA also to microscopic images, with reasonable computational effort. Apart from an automatic segmentation of gray matter regions, we applied the denoising procedure to several 3D-PLI images from a rat and a vervet monkey brain section.
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Conference proceedings‘‘‘‘‘‘‘‘ 2021traro, Italy, in July 2019...The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with research on brain atlasing, multi-scale models and simulation, HPC and data infra-structures for neuroscience as well as artificial and natural neural a
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https://doi.org/10.1007/978-3-319-15054-3te the approach: the learning of a linearly separable rule by a perceptron with continuous and with discrete weights, respectively. We address these prototypical problems in terms of the simplifying limit of stochastic training at high formal temperature and obtain the corresponding learning curves.
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https://doi.org/10.1007/978-3-030-55490-3alization using high-performance computing (HPC). Islands were visualized as 3D surfaces and their geometry was analyzed. Their morphology was complex: they appeared to be composed of interconnected islands of different types found in 2D histological sections of EC, with various shapes in 3D. Differ
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