What the artist see is the appearance of the image;
what the mathematician see is the formula with vectors describing the image.
What the biologist see is the gene expression;
what the bioinformatician see is the gene code.
What the neuroscientist see is the substance of the neurotransmitter;
what the neuroinformatician see is the value of the neurotransmitter.