Neurogenic atrophy refers to the wasting away or reduction in size of muscle tissue due to a loss of normal neural input. This condition typically arises from damage to the nerves that supply the muscles, leading to a decrease in muscle mass and strength. It is often seen in conditions such as amyotrophic lateral sclerosis (ALS), peripheral neuropathy, and spinal cord injuries.