In practical applications. an unmanned surface vehicle (USV) generally employs a task of complete coverage path planning for exploration in a target area of interest. The biological inspired neural network (BINN) algorithm has been extensively employed in path planning of mobile robots. recently. https://www.oxfordofbluebell.com/product-category/architectural-art/