Topic: A
Unified Framework to Calculate Every Deep Learning Architecture by Hand
Speaker: Dr.
Tom Yeh, Assistant Professor, Department of Computer Science, University of
Colorado Boulder
Time: October
14, 2025 (Tuesday), 2:00 – 4:00 p.m.
Venue: The
Management Building, 11F, AI Lecture Hall
Join Online: https://reurl.cc/K9n8dM or scan QR code on poster
About the Speaker:
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.
Abstract:
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.
Organizers: College of Intelligent Computing
& Artificial Intelligence Research Center
※ No registration needed.