Olfactory neurons are specialized nerve cells located in the nasal cavity that detect and transmit odor information to the brain, playing a crucial role in the sense of smell. These neurons are unique in their ability to regenerate throughout an individual's life, a rare trait among neurons, which allows for the continuous perception of smells despite damage or aging.