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
01/09 Introduction to NeuroAI 01/11 Visual Systems Neuroscience Background 01/16 ConvNet Models of the Visual System I 01/18 ConvNet Models of the Visual System II 01/23 Recurrent Models in Vision and Beyond 01/24 01/25 Guest Lecture Jenelle Feather (Flatiron): Adversarial Robustness in the Brain 01/30 Unsupervised Learning and Models of Brain Topography 02/01 Models of Auditory and Somatosensory Cortex 02/05 02/06 Guest Lecture Pouya Bashivan (McGill): Model-Based Neural Control 02/08 Guest Lecture Colin Conwell (JHU): A Billion Regressions for NeuroAI 02/13 Guest Lecture Aran Nayebi (MIT): Goal-Driven Models of Physical Understanding 02/15 Models of the Motor System 02/20 Guest Lecture: Judy Fan (Stanford): Benchmarking Models of Cognition 02/21 02/22 PROJECT CONSULTATION SESSION 02/27 The Hippocampus: Memory and Spatial Navigation 02/29 Guest Lecture: Greta Tuckute (MIT): Transformer Models of the Language System 03/05 Learning Rules in the Brain 03/07 Guest Lecture: Cameron Ellis (Stanford): Computational Models of Development 03/12 Guest Lecture: David Sussillo (Reality Labs): Designing a Wearable Brain Device 03/14 Project Presentations 03/22 |
Assignments
Response Paper 1 Due Project Proposal Due Response Paper 2 Due Presentation Write-Ups Due |