AER (Address Event Representation)

Address Event Representation (AER) is a way of processing and transmitting information in neural network systems, particularly those inspired by the brain. Instead of sending continuous data like traditional computers, AER conveys information as discrete events—short signals that specify the location (address) of a neuron that has fired or activated. This event-driven approach allows for efficient, fast, and low-power communication, mimicking how biological neurons work. It is useful for applications like sensory processing and robotic systems, where quick, sparse signaling between components enhances performance and reduces energy consumption.