All data confirmed that GB significantly reduced BCCAO induced neuroinflammation and improved neuron survival by reducing the secretion of inflammatory factors via downregulating TLR4/NF-κB pathway, thus alleviating learning and memory impairment in rats with VD. Here, TLR4 is linked to memory impairment.