NorAD is a clinical trial funded by the UK National Institute of Health Research. In this trial the investigators will assess whether a long-acting preparation of guanfacine, a drug used to treat Attention Deficit Hyperactivity Disorder in children, can improve thinking (particularly attention) in Alzheimer's Disease when it is added to the standard NICE-approved drugs that are normally used in this condition.