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The study presents materials that reveal some aspects of the development of the era of neural networks in the XXI century. It is shown that the study of the movement of matter and energy in the ecological ecotone between the human environment and landscapes contributes to the further development of humanity, including in rural areas during the COVID-19 pandemic. Extrapolating the logic of the development of ecotones to the management of smart technologies, we can justify the passionate areas of economic transformations that transform the environment. During the COVID-19 pandemic, many of the values that guided people were revised, ensuring life-saving safety and longevity, and receiving modern medical care came first. Homes began to acquire the status of biomedical startups that intensify the scientific research of international corporations in the development of home telemedicine.

Neural network, ecological ecotone and tele-health in the development of rural areas during the crisis period caused by the pandemic Covid-19