Neural network learning techniques stem from the dynamics of the brain. However, these two scenarios, brain learning and deep learning, are intrinsically different. One of the most prominent differences is the number of layers each one possesses.
Scientists show how shallow learning mechanism used by the brain can compete with deep learning
