Excitatory and inhibitory signals are fundamental to neural communication, with excitatory signals increasing the likelihood of a neuron firing an action potential and inhibitory signals decreasing that likelihood. The balance between these signals is crucial for proper brain function, affecting processes such as learning, memory, and behavior.