Links to slides and Jupyter notebooks used during lectures, as well as assignments, will be posted here throughout the quarter.
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Date Session
01/06 Introduction to NeuroAI 01/08 Visual Systems Neuroscience Background 01/13 DNN Models of the Visual System I 01/15 DNN Models of the Visual System II 01/20 [NO CLASS-MLK DAY] 01/22 Recurrent Models in Vision 01/27 Guest Lecture — Meenakshi Khosla (USCD): Mapping Neural Networks to the Brain 01/28 01/29 Unsupervised Learning and the Brain 02/03 Learning Rules in the Brain 02/05 Auditory and Somatosenory Models 02/06 02/10 Guest Lecture — Rhodri Cusack (Trinity): Models of Development and Learning 02/12 Guest Lecture — Josh McDermott (MIT): Leveraging Models of Auditory Cortex 02/13 02/17 [NO CLASS-PRESIDENT'S DAY] 02/19 Models of the Motor System 02/24 Guest Lecture — Logan Cross (Stanford): Models of Agency and Decision Making 02/26 Guest Lecture — Scott Linderman (Stanford): Dynamical Systems Models in Neuroscience 03/02 03/03 Guest Lecture — Greta Tuckute (MIT): The Human Language Network & LLMs 03/05 The Hippocampus: Memory and Spatial Navigation 03/10 Topographic Models: A Unified Theory of the Brain 03/12 Guest Lecture — Robert Hawkins (Stanford): Cognitive Modeling 03/17 Project Presentations 03/21 |
Assignments
Coding Assignment 1 Released Coding Assignment 1 Due Coding Assignment 2 Released Project Proposal Due Coding Assignment 2 Due Presentation Write-Ups Due |