The neuroscience of attention explores how the brain selects and processes specific stimuli from the environment while filtering out others, involving complex neural networks and regions like the prefrontal cortex and parietal lobes. It is crucial for cognitive functions such as perception, memory, and decision-making, and is influenced by both top-down and bottom-up processes.