1. An apparatus for removing noise from biosignals measured for a particular period of time, the apparatus comprising: a similarity calculating unit configured to calculate a similarity between any one biosignal from among the biosignals and other biosignals; and a noise removal unit configured to remove noise from the any one biosignal by using the similarity.