This page collects numerous HD/VSA videos such as lectures, conference presentations, and papers highlights.
Please also check the page with the recordings of webinars.
Please let us know if some videos are currently missing and should be added to this page. We will take care of updating the page.
Speaker: Chris Eliasmith
Date: November 20, 2024
Speaker: Abbas Rahimi
Date: December 20, 2023
Article: A Neuro-Vector-Symbolic Architecture for Solving Raven’s Progressive Matrices
Speaker: Christopher J. Kymn
Date: June 16, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Preprint: Computing with Residue Numbers in High-Dimensional Representation
Speaker: Laura Smets
Date: June 16, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Article: Training a Hyperdimensional Computing Classifier using a Threshold on its Confidence
Speakers and topics:
Tom Glover - Evolutionary Algorithm Optimisation of Cellular Automata for Vector Expansion
Adam Vandervorst - Programing Library for Binary Hyperdimensional Computing
Dilantha Haputhanthrige - Sparse Reservoir Computing
Sachin Kahawala - VSA for Manifold Learning
Date: June 16, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Jeff Orchard
Date: June 16, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Paper: Hyperdimensional Computing with Spiking-Phasor Neurons
Speaker: Tony A. Plate
Date: June 16, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Kenny Schlegel
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Paper: HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing
Speaker: Madison Cotteret
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Preprint: Vector Symbolic Finite State Machines in Attractor Neural Networks
Speaker: Alex Serb
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Rachel StClare
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Kylie Huch
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Article: Superconducting Hyperdimensional Associative Memory Circuit for Scalable Machine Learning
Speaker: Dmitri A. Rachkovskij
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Ross Gayler
Date: June 15, 2023
Event: The Midnight Sun Workshop on Vector Symbolic Architectures
Speaker: Carin Meier
Date: April 27, 2023
Speaker: Ken Clarkson
Date: April 3, 2023
Preprint: Capacity Analysis of Vector Symbolic Architectures
Speaker: Jovin Langenegger
Date: March 28, 2023
Paper: In-memory Factorization of Holographic Perceptual Representations
Detailed technical webinar: link
Speaker: Michael Hersche
Date: March 6, 2023
Paper: A Neuro-Vector-Symbolic Architecture for Solving Raven’s Progressive Matrices
Detailed technical webinar: link
Organizers: Evgeny Osipov, Daswin De Silva, Sachin Kahawala, Dilantha Haputhantri
Date: December 7, 2022
Speaker: Peter Sutor, Zhuowen Zou, Xun Jiao, Paul R. Genssler
Date: October 11, 2022
Speaker: Yiannis Aloimonos
Note: the presentation begins at approx. 31.05 min of the recording
Date: September 13, 2022
Papers: Symbolic Representation and Learning with Hyperdimensional Computing
Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception
Speaker: Denis Kleyko
Date: March 29, 2022
Paper: Integer Factorization with Compositional Distributed Representations
Speaker: Richard Prager
Date: September 14, 2021
Speaker: Luis El Srouji
Date: June 22, 2021
Speaker: Chris Eliasmith
Date: June 1, 2021
Speaker: Andy Zhou
Date: March 26, 2021
Paper: Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing
Speaker: Toygun Basaklar
Date: March 26, 2021
Paper: Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices
Speaker: Spencer Kent
Date: December 16, 2020
Resonator Networks, 2: Factorization Performance and Capacity Compared to Optimization-Based Methods
Speakers: Spencer Kent and Navneedh Maudgalya
Date: December 3, 2020
Speaker: Denis Kleyko
Date: November 20, 2020
Preprint: Perceptron Theory for Predicting the Accuracy of Neural Networks
Speaker: Fritz Sommer
Date: September 30, 2020
Paper: Variable Binding for Sparse Distributed Representations: Theory and Applications
Speaker: Brent Komer
Date: August 9, 2020
Paper: Efficient Navigation using a Scalable, Biologically Inspired Spatial Representation
Speaker: IBM
Date: June 2, 2020
Paper: In-memory Hyperdimensional Computing
Detailed technical webinar: link
Speaker: Pentti Kanerva
Date: February 7, 2020
Speaker: Gil Russell
Date: October 2, 2018
Speaker: Abbas Rahimi
Date: February 28, 2018
Speaker: Fritz Sommer
Date: February 28, 2018
Paper: A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks
Speaker: Pentti Kanerva
Date: October 25, 2017
Speaker: Denis Kleyko
Date: August 1, 2017
Speaker: Pentti Kanerva
Date: June 9, 2017
Speaker: Abbas Rahimi
Date: November 28, 2016
Paper: Hyperdimensional Biosignal Processing: A Case Study for EMG-based Hand Gesture Recognition
Speaker: Paul Smolensky
Date: June 22, 2016
Speaker: E. Paxon Frady
Date: June 3, 2016
Paper: A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks
Speaker: Pentti Kanerva
Date: March 31, 2016
Speaker: Pentti Kanerva
Date: October 9, 2014
Speaker: Simon Levy
Date: August 12, 2014
Speaker: Pentti Kanerva
Date: February 14, 2014
Speaker: Ross Gayler
Date: June 14, 2013
Speaker: Chris Eliasmith
Date: May 30, 2013
Book: How to Build a Brain: A Neural Architecture for Biological Cognition
Speaker: Pentti Kanerva
Date: December 5, 2012
Speaker: Pentti Kanerva
Date: December 9, 2008
Speaker: Simon Levy
Date: March 1, 2008
Paper: Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence
