Objective: The purpose of this study were to explore the development of neuropsychological functioning on attention, memory, and executive function in children and adolescents, and to provide normative data of related tests. Method: One hundred and ninety-seven voluntary participants (male = 96, female = 101) received the Test for Attentional Performance (TAP) to measure visual attention, auditory attention, and divided attention. One hundred and twenty-five voluntary participants (male = 60, female = 65) received the Word Lists Test (WL) and Ray Complex Figue Test (RCFT) to measure the verbal memory and nonverbal visuospatial memory functions. Two hundred and forty-eight voluntary participants (male = 126, female = 122) received the Wisconsin Card Sorting Test (WCST) to measure the executive functions. All participants were divided into 4 groups (grade 1-3 primary school students, grade 4-6 primary school students, grade 7-9 junior high school students, and age 20-30 years old adults). Results: On the measure of attention, TAP, grade 4-6 students and 20-30 years old adults were similar in performance on auditory attention, while performance on visual and divided attention didn't reach the adult level until adolescent stage (grade 7-9). On the measure of memory, WL and RCFT, by the time students were in grade 4-6, their performance was indistinguishable from that of 20-30 years old adult. On the measure of executive functioning, WCST, students in grade 4-6 also reached the adult performanace level. Conclusion: The performance on neuropsychological functions of auditory attention, verbal and nonverbal memory, and executive functions at late childhood was similar to that at adulthood, but the performance on visual and divided attention was not commensurate with adult levels. The presented developmental norms on TAP, WL, RCFT, and WCST could facilitate the clinical interpretation of these neuropsychological tests in child and adolescent populations.