Parents can support healthy brain development by providing a stimulating environment, engaging in age-appropriate play, ensuring proper nutrition, and encouraging secure attachments through emotional bonding. Additionally, maintaining routines, exposing children to a language-rich environment, and fostering a safe and supportive atmosphere are crucial for optimal brain development at each stage.