MACHINE LEARNING APPLIED TO THE SEARCH FOR NONLINEAR FEATURES IN BREEDING POPULATIONS


Space habitats for bioengineering and surgical repair: addressing the requirement for reconstructive and research tissues during deep-space missions

Abstract Numerous technical scenarios have been developed to facilitate a human return to the Moon, and as a testbed for a subsequent mission to Mars.Crews appointed with constructing and establishing planetary bases will require a superior level of physical ability to cope with the operational demands.However, the challenging environments of nearb

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Exploring the Impact of Additive Shortcuts in Neural Networks via Information Bottleneck-like Dynamics: From ResNet to Transformer

Deep learning has made significant strides, driving advances in areas like computer vision, natural language processing, and autonomous systems.In this paper, we further investigate the implications of the role of additive shortcut connections, focusing on models such as ResNet, Vision Transformers (ViTs), and MLP-Mixers, given that they MELATONIN

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