The invention discloses a composition comprising at least one long chain polyunsaturated fatty acid, at least one probiotic and a mixture of oligosaccharides, said mixture containing at least one N-acetylated oligosaccharide, at least one sialylated oligosaccharide and at least one neutral oligosaccharide, for use in brain growth and/or cognitive and/or psychomotor development. This composition is particularly adapted for use in infants, notably preterm infants.