Interestingly, I had brain fog as a symptom of hypothyroidism. You might think about asking your PCP to run thyroid panel plus T3 to see if your thyroid is all in the happy zone. Another possibility would be a low vitamin B, another simple blood test. Chronic inflammation is possibly the culprit and not so much the Prednisone. Don't give up, ask your PCP for help.