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Base Network in Telecommunications: A base network in telecommunications typically refers to the foundational infrastructure that supports communication services. This includes towers, base stations, and other equipment that facilitate the transmission of data and voice signals. Base Network in Computer Networking: In the context of computer networking, a base network could refer to the foundational layer of a network infrastructure, such as the Local Area Network (LAN) or Wide Area Network (WAN) that serves as the backbone for data communication between different devices and systems. Base Network in Machine Learning: In machine learning, particularly in the context of neural networks, a base network might refer to a pre-trained model that serves as the starting point for further training or fine-tuning. For example, in transfer learning, a base network like a pre-trained convolutional neural network (CNN) can be used as the foundation upon which new layers are added and trained for a specific task.
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