If you want to normalize your data, you can do so as you suggest and simply calculate the following: zi=xi−min(x)max(x)−min(x). where x=(x1,...,xn) and zi ... ... <看更多>

While normalization is essential for differential expression analyses, it is also necessary for exploratory data analysis, visualization of data, ... ... <看更多>

If the images are not normalized, the input pixels will range from [ 0 , 255 ]. These will produce huge activation values ( if you're using ReLU ) ... ... <看更多>