Some of the thinking difficulties of Alzheimer's patients may be due to a deficiency in a brain chemical called acetylcholine, which helps transmit messages between nerve cells. Nefiracetam is a new drug that stimulates acetylcholine. This study will test whether Nefiracetam can safely improve memory, thinking and activities of daily living in patients with mild to moderate intellectual impairment due to Alzheimer's disease.