Multi Input Multi Output

Multi-input multi-output (MIMO) systems process multiple inputs to generate multiple outputs, aiming to improve efficiency, accuracy, and robustness compared to single-input single-output systems. Current research focuses on developing efficient MIMO architectures, including ensemble methods within single networks and novel deep learning models tailored for specific applications like beamforming in wireless communication and robust object detection. These advancements are significant for diverse fields, enhancing performance in areas such as audio processing, robotics, and language modeling by enabling more complex and efficient information processing.