Inhibitory synapses are specialized connections between neurons that decrease the likelihood of the postsynaptic neuron firing an action potential, primarily through the release of neurotransmitters like GABA and glycine. They play a crucial role in maintaining the balance of excitation and inhibition in the brain, which is essential for proper neural circuit function and preventing disorders such as epilepsy.