James
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The single-layer perceptron is conceptually simple and the training process is relatively easy. However, it is not capable of handling complex real-world applications. A common way to explain its basic limitations is to use Boolean operations as an example, which I will employ in the text.
There may be a variety of tools on the market to help you calibrate your MCU's internal oscillator, both vendor-supplied tools and tools that run in the MCU's firmware can be used. However, to give you a more thorough understanding of the process, I recommend that you use a tool-assisted approach to correcting the MCU's internal oscillator. Assuming this is a school experiment try it at least once!