Walnuts contain important petrochemicals as well as high amounts of polyunsaturated fats which do offer potential benefits for both brain health and brain function. Omega-3 plays a part by helping to reduce oxidation stress in the brain, but also by helping to improve brain signalling and neurosis, which is the creation of neurons.