Cocker Spaniels inspired the invention of boat shoes due to the wave-like grooves found on their paw pads. Paul Sperry, the inventor of boat shoes, noticed these grooves and patented soles with similar traction. This discovery led to the creation of footwear specifically designed for high traction on wet boat decks.