All participants will be assessed at 3 time points: before intervention, right after intervention, and 12 weeks after the intervention. The primary outcomes are the ADL functions evaluated by subjective and objective measures, and cognitive function evaluated by tests of attention, memory and executive function. The secondary outcomes include the depression, the quality of life of the participants, and the caregivers' load. The intervention effects will be further analyzed by the caregivers' attitude regarding to the level of ADL assistance.