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NEURAL NETWORK APPLICATIONS IN RESOURCE CONSTRAINED ENVIRONMENTS

机译:神经网络在资源受限环境中的应用

摘要

Systems and methods are disclosed for applying neural networks in resource-constrained environments. A system may include a sensor located in a resource-constrained environment configured to generate sensor data of the resource-constrained environment. The system may also include a first computing device not located in the resource-constrained environment configured to produce a neural network structure based on the sensor data. The system may further include a second computing device located in the resource-constrained environment configured to provide the sensor data as input to the neural network structure. The second computing device may be further configured to determine a state of the resource-constrained environment based on the input of the sensor data to the neural network structure.
机译:公开了用于在资源受限的环境中应用神经网络的系统和方法。系统可以包括位于资源受限环境中的传感器,该传感器被配置为生成资源受限环境的传感器数据。该系统还可以包括不在资源受限环境中的第一计算设备,该第一计算设备被配置为基于传感器数据来产生神经网络结构。该系统可以进一步包括位于资源受限环境中的第二计算设备,该第二计算设备被配置为将传感器数据作为输入提供给神经网络结构。第二计算设备可以进一步被配置为基于传感器数据到神经网络结构的输入来确定资源受限环境的状态。

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