There are 3 ways people learn - visual, auditory and kinesthetic (tactile). This is different to the 2 thinking styles - pictures or words (or a combination of both).
A dyslexic is primarily a picture thinker, but can be a tactile learner, even though he/she is highly visual, and weak with auditory information.
This video, which is created by a dyslexic, shows a dyslexic’s way of thinking (not learning). Knowing how their brain works enables us to work with their strengths, not weaknesses.