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SHAMANN: Shared Memory Augmented Neural Networks [chapter]

Cosmin I. Bercea, Olivier Pauly, Andreas Maier, Florin C. Ghesu
2019 Lecture Notes in Computer Science  
We propose shared memory augmented neural network actors as a dynamically scalable alternative.  ...  Current state-of-the-art methods for semantic segmentation use deep neural networks to learn the segmentation mask from the input image signal as an imageto-image mapping.  ...  In this paper, we propose a new paradigm for semantic medical image segmentation based on a novel neural architecture called shared memory augmented neural network (SHAMANN).  ... 
doi:10.1007/978-3-030-20351-1_65 fatcat:ljh3qhdvwbemngr77nkidmbqoq