Convenient and efficient methods of the synthesis of N(6)- and N(4)-substituted derivatives of adenine and cytosine and their 2'-deoxyribosides were developed. The reactions of either unprotected nucleobases (adenine, cytosine) or unprotected 2'-deoxyribosides with aryl or alkyl aldehydes give corresponding Schiff bases that can be reduced to the target title compounds with high overall yields. In the case of aryl aldehydes the imine derivatives are obtained in the presence of methoxides in methanol and reduced with sodium borohydride. The corresponding reactions with alkyl aldehydes require the use of acetic acid and borane dimethyl sulfide complex instead.