雙語教學資源中心

演講主題：A Unified Framework to Calculate Every Deep Learning Architecture by Hand
講者: Dr. Tom Yeh美國科羅拉多大學波德分校電腦科學系助理教授
時間: 2025/10/14 (二) 14:00-16:00
直播連結: https://reurl.cc/K9n8dM 或 掃描海報 QR code
講者簡介:
Prof. Tom Yeh leads the Imagine AI Lab at the University of Colorado Boulder. His research and teaching spans AI, HCI, Education, Ethics, and Neuroscience. He published more than 150 papers. He is the author of the popular AI by Hand ✍️ series, with by more than 160K followers across LinkedIn, X, and Substack. At his university, Prof. Tom Yeh received several awards, including the Student Affair Faculty of the Year Award.
演講大綱:
I will present AI by Hand, a new framework I developed to demonstrate the core calculations of a wide range of deep learning architectures by hand, including basic building blocks such as artificial neuros and multi-layer perceptron, well-known architectures such as the transformer,, and state-of-art architectures such as the Diffusion Transformer and the Switch Transformer.
主辦單位：智慧運算學院、人工智慧研究中心
※本活動無需報名

公告單位：智慧運算學院
承辦人：劉宇婷
聯絡分機：409-2501

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