This page presents the recordings of the seminar course on VSAs/Hyperdimensional Computing titled "Computing with High-Dimensional Vectors". The course is organized by Redwood Center for Theoretical Neuroscience and Berkeley Wireless Research Center at UC Berkeley during fall 2021. The course consists of twelve modules. A lecture within each module is given by one of the instructors or an invited lecturer.
Module 1: Introduction to Computing with High-Dimensional Vectors
Date: September 1, 2021
Module 5: Resonator networks
Date: September 29, 2021
Module 8: Locality-Preserving Encodings: Representing Continuous Values and Functions
Module 9: Solving Classification Problems
Date: October 27, 2021