I guess neuroscience mostly compares to the condensed matter / semiconductor field, in the computer analogy. They know everything about the transistors but guess at why they're connected like they are. And some in their respective fields will also be very interested in the high-level connections although maybe with less depth..

Unfortunately, in the neuroscience area, there is not yet any analogy to a computer programmer.