Little skinny knobs on side of bicycle tires there for a reason?

Those little skinny knobs that come out the side of bicycle tires, are they there for a reason? or can i clip them off? because they are getting in the way of my brake pads.
Update: some of them hang down over the rim and the brakes clamp on them sometimes. the brakes clamp over the rim not the tire.
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