敏求學院課程(Miin Wu School of Computing)

This course provides an interdisciplinary perspective on the introduction and application of artificial intelligence (AI) technology to neuroscience research. The knowledge and concept of AI, various AI processes/techniques, including deep learning frameworks, and basic neuroscience will be delivered to students. Through hands-on experience, they will master the art of constructing, training and evaluating deep neural network models step by step and their application in neuroimaging analysis. The curriculum is structured to equip students with the essential skills needed for neuroimaging analysis using AI.

本課程從跨領域的視角來簡介人工智能技術在神經科學研究中的應用。將向學生傳授人工智能的知識和概念、各種人工智能流程/技術，包括深度學習框架以及基礎神經科學。通過實踐經驗，他們將逐步掌握構建、訓練和評估深度神經網絡模型的藝術及其在神經影像分析中的應用。使得學生能掌握使用人工智能進行神經影像分析所需的基本技能。