What are the 3 different types of synapses?

Can you clarify the three distinct types of synapses that exist in the nervous system, and perhaps explain their unique roles in facilitating communication between neurons? Are they perhaps chemical, electrical, and perhaps a third type that I'm unaware of? It would be greatly appreciated if you could elaborate on their respective functions and how they contribute to the intricate workings of our brains.