Background: LncRNA HAR1A, which is explicitly expressed in Cajal-Retzius neurons (CRs), has been reported to be related to the development of the human brain. As one of the human accelerated regions (HARs) gene, it plays an important role in central neural evolution. Dysregulation of lncRNA HAR1A was associated with many central nervous system diseases. Methods:We cloned human gene HAR1A into the EF-1α promoter vector to make the transgenic mice. To observe the changes in memory and cognitive ability of mice, we conducted the Morris water maze (MWM) test and step-down passive avoidance test. RNA-seq analysis was performed to identify the differentially expressed genes (DEGs) of the experiment and control group. Systematic bioinformatic analysis was used to confirm the pathway and function that the DEGs enriched in. 523 human gene expression datasets were downloaded from The Cancer Genome Atlas (TCGA) for Co-expression analysis. Through Co-expression analysis, we obtained the Protein-Protein Interactions Network (PPI-Net) and enrichment pathways of LncRNA HAR1A's co-expression genes in human. Results:The memory and cognitive ability of the transgene mice were significantly improved. Results of GO analysis showed that cerebral cortex development is the most significant function related to HAR1A in brain development. DEGs enriched in this function included Lhx2, Emx2, Foxg1, Nr2e1, Emx1. They all play an important role in the regulation of CRs' function. "Cellular response to calcium ion" exhibited the highest rich factor in the Gene Ontology (GO) analysis. Core genes in the PPI-Net were SNAP25, GRIN1, SYN1, DLG4, CAMK2A. SNAP25, SYN1 relate to synaptic function. GRIN1, DLG4 and CAMK2A relate to synapse formation. GO and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis of DEGs and HAR1A 's Co-expressed genes in 523 human gene expression datasets show that synapse, axon guidance, synaptic signaling and ligand-receptor interaction are significant.Conclusions:Overexpress HAR1A will improve the memory and cognitive ability of the transgene mice. The possible mechanism is HAR1A affects brain development by regulating CRs' function. Moreover, HAR1A may be involved in ligand-receptor interaction, Axon guidance and synapse formation, which are important for brain development and evolution. Cellular response to calcium may play an important role in those process.