Other Common Causes: Nutritional deficiencies (especially vitamin B1 and B12), excessive intake of medicines (antidepressants, tranquilizers, muscle relaxants, etc.), insufficient sleep (insomnia), thyroid gland dysfunction, Alzheimer's disease and infections like HIV, tuberculosis, and syphilis, etc., can affect the brain and short-term memory of a person.