I am in awe of the empirical work in Neuroscience. The last few years have seen a "Cambrian Explosion" of new measurements. We can now measure live neurons at scale! I do think this work is also much more interesting than arm-chair thinking about the brain, consciousness, embodied cognition etc. However, as a working programmer/logician/foundations of maths person I'm in much better a position to compare and contrast formal work in my field with philosophers contribution than I can in neuroscience.