The working mechanism of human brain deals with the intricate network of neural circuits that orchestrates various cognitive and motor functions, including knowledge transfer and learning process. Among the crucial regions in this complex interplay is the basal ganglia circuitry, playing a pivotal role in processing knowledge, emotions, cognition and motor skills. Student writing from brainpage modules In system learnography, pre-trained students understand the significance of basal ganglia circuitry in knowledge transfer, its impact on deep learning, and its potential implications for the pre-training students of school system. The cyclozeid of knowledge transfer is an intricate process initiated by thalamus within the basal ganglia circuitry of human brain. It serves as a dynamic learning machine, orchestrating the transfer of knowledge from external sources to internal brainpage modules. As information is received, the thalamus plays a crucial role in filtering, refining and consoli...