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Organization, Regulations, and Courses 2024-25


PSYC 80.07 Neuroscience and Artificial Intelligence

The brain is capable of processing complex information to generate flexible behavior across a wide range of changing conditions. Neuroscience has been a source of inspiration for the field of Artificial Intelligence (AI) in its development of machines that can learn and act, especially for AI architectures using neural networks and deep learning. In turn, developments in AI have provided models which are being used to better understand the brain’s computational functions.

 

This seminar course will examine this reciprocal interaction between neuroscience and AI. A focus will be on a historical overview on how ideas in neuroscience and psychology shaped early AI. We will also examine how the AI tools offer approaches to study brain function (often referred to as “NeuroAI” in the current research literature). Seminar discussions will be based on readings that include a mix of classic and modern research papers and reviews, and book chapters.

Instructor

Murray

The Timetable of Class Meetings contains the most up-to-date information about a course. It includes not only the meeting time and instructor, but also its official distributive and/or world culture designation. This information supersedes any information you may see elsewhere, to include what may appear in this ORC/Catalog or on a department/program website. Note that course attributes may change term to term therefore those in effect are those (only) during the term in which you enroll in the course.

Offered

  • Winter