Yes, you can. If you are using a USB cable bought from the store, please ensure that it is made for supplying power, and has a micro-B connector that will fit into the port of the Nintendo Classic Mini: NES system.
Not all cables are guaranteed to work. If power is not being supplied, please use the bundled USB cable.
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