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
地點: 管理大樓11樓-AI講堂
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
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