My bluetooth keyboard and touchpad seem to be interfering
I've had this same exact issue with a Bluetooth apple magic mouse. The culprit for me was the rechargeable batteries that I was using. Before I changed the batteries it would constantly lose connectivity and then connect again a few seconds later. It was very frustrating.

Did your keyboard and touchpad come with any drivers? If so are the up to date?