The bright, colorful glow and faint buzz of electricity of neon signs creates a sense of nostalgia and a look that’s almost synonymous with Las Vegas.

The LED, or light-emitting diode, is very unlikely to fail, and if it does, it goes out slowly over years. Instead, it's the ...