This page presents the list of people with knowledge expertise in VSAs/Hyperdimensional Computing worldwide

WARNING: The list is not complete and is currently under development. Please contact us if you have suggestions for inclusion.

The content of this page serves mainly for information purposes and does not necessarily provides the complete picture of the community, which evolves rather rapidly.

Currently, the website does not provide a possiblity to interact with the members of the community directly. There is, however, a google group called VSACommunity. Please ask to join the group if you are interested in the area and would like to stay up-to-date with news and discussions within the community.

VSAs/Hyperdimensional Computing community on the map

Oceania

Independent researcher, Melbourne, Australia

Dr. Ross W. Gayler

Webpage

Google Scholar

VSAs publications

Multiply-Add-Permute

Analogical Reasoning with VSAs

VSAs for Cognitive Tasks

La Trobe University, Melbourne, Australia

Prof. Damminda Alahakoon

Dr. Daswin De Silva

Asia

Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea

Prof. Yeseong Kim

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Khalifa University, Abu Dhabi, United Arab Emirates

Prof. Baker Mohammad

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

North and South America

Bucknell University, Lewisburg, Pennsylvania, USA

Prof. M. Alex Kelly

Webpage

Google Scholar

VSAs publications

VSAs for Cognitive Tasks

VSAs-based Memory

VSAs for NLP

Google, New York, New York, USA

Dr. Tony A. Plate

Webpage

Google Scholar

VSAs publications

Holographic Reduced Representations

Analogical Reasoning with VSAs

Hierarchical representations with VSAs

Indiana University, Bloomington, Indiana, USA

Prof. Michael N. Jones

Webpage

Google Scholar

VSAs publications

Holographic Reduced Representations

VSAs for NLP

Word Embedding

Semantic Modelling with VSAs

Johns Hopkins University, Baltimore, Maryland, USA

Prof. Paul Smolensky

Webpage

Google Scholar

VSAs publications

Tensor Product Representations

VSAs for Machine Learning

LivePerson, Seattle, Washington, USA

Dr. Dominic Widdows

Webpage

Google Scholar

VSAs publications

Random Indexing

VSAs for NLP

Word Embedding

McGill University, Montréal, Quebec, Canada

Prof. Brendan T. Johns

Webpage

Google Scholar

VSAs publications

VSAs for NLP

Semantic Modelling with VSAs

Microsoft Research, Redmond, Washington, USA

Roland Fernandez

Webpage

Google Scholar

VSAs publications

Tensor Product Representations

VSAs for Machine Learning

Prof. Paul Smolensky

Webpage

Google Scholar

VSAs publications

Tensor Product Representations

VSAs for Machine Learning

Princeton University, Princeton, New Jersey, USA

Dr. Rich Pang

Textician, Cambridge, Massachusetts, USA

Dr. Stephen I. Gallant

Webpage

Google Scholar

VSAs publications

Matrix Binding of Additive Terms

VSAs for NLP

The National Polytechnic Institute of Mexico, Mexico City, Mexico

Dr. Job Isaias Quiroz Mercado

Webpage

Google Scholar

VSAs publications

VSAs for NLP

VSAs for Knowledge Bases

University of California, Berkeley, California, USA

Connor Bybee

Webpage

Google Scholar

VSAs publications

VSAs for Memory and Recall

Sohum Datta

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Dr. E. Paxon Frady

Webpage

Google Scholar

VSAs publications

Memory Capacity of VSAs

Theoretical foundations of VSAs

Resonator Networks

Dr. Laura I. Galindez Olascoaga

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Dr. Ping-Chen Huang

Dr. Mohamed Ibrahim

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Dr. Pentti Kanerva

Webpage

Google Scholar

VSAs publications

Computing with High-Dimensional Vectors

Random Indexing

Sparse Distributed Memory

Youbin Kim

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Dr. Denis Kleyko

Webpage

Google Scholar

VSAs publications

Memory Capacity of VSAs

Mapping data to VSAs

VSAs for Machine Learning

Chris Kymn

Webpage

Google Scholar

VSAs publications

Theoretical foundations of VSAs

Resonator Networks

Alisha Menon

Webpage

Google Scholar

VSAs publications

Sensor Fusion with VSAs

VSAs for Machine Learning

Prof. Bruno A. Olshausen

Webpage

Google Scholar

VSAs publications

VSAs for Visual Reasoning

Resonator Networks

Prof. Jan M. Rabaey

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Dr. Abbas Rahimi

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Mapping data to VSAs

Prof. Fritz Sommer

Webpage

Google Scholar

VSAs publications

Memory Capacity of VSAs

Theoretical foundations of VSAs

Resonator Networks

Dr. Spencer Kent (Alumnus)

Webpage

Google Scholar

VSAs publications

Resonator Networks

VSAs for Visual Reasoning

Analogical Reasoning with VSAs

Dr. Ali Moin
(Alumnus)

Webpage

Google Scholar

VSAs publications

VSAs for Biosignals

Hardware for VSAs

VSAs for Machine Learning

Dr. Andy Zhou (Alumnus)

Webpage

Google Scholar

VSAs publications

VSAs for Biosignals

VSAs for Continuous Learning

Hardware for VSAs

University of California, Irvine, California, USA

Prof. Tony Givargis

Prof. Mohsen Imani

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Prof. Alex Nicolau

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

University of California, Riverside, California, USA

Prof. Neftali D. Watkinson Medina

University of California, San Diego, California, USA

Prof. Tajana Simunic Rosing

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Anthony Thomas

Webpage

Google Scholar

VSAs publications

Theoretical foundations of VSAs

Mapping data to VSAs

VSAs for Machine Learning

University of California, Santa Barbara, California, USA

Kylie Huch

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

University of Manitoba, Winnipeg, Manitoba, Canada

Prof. Randall K. Jamieson

Webpage

Google Scholar

VSAs publications

Holographic Reduced Representations

Semantic Modelling with VSAs

VSAs-based Memory

University of Maryland, College Park, Maryland, USA

Prof. Yiannis Aloimonos

Webpage

Google Scholar

VSAs publications

VSAs for Robotics

Image Processing with VSAs

Dr. Cornelia Fermuller

Webpage

Google Scholar

VSAs publications

VSAs for Robotics

Image Processing with VSAs

Dr. Anton Mitrokhin (Alumnus)

Webpage

Google Scholar

VSAs publications

VSAs for Robotics

Image Processing with VSAs

Peter Sutor

Webpage

Google Scholar

VSAs publications

VSAs for Robotics

Image Processing with VSAs

University of Michigan, Ann Arbor, Michigan, USA

Prof. Hun-Seok Kim

University of Minnesota, Minneapolis, Minnesota, USA

Prof. Keshab Parhi

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

University of Washington, Seattle, Washington, USA

Prof. Trevor Cohen

Webpage

Google Scholar

VSAs publications

Random Indexing

VSAs for NLP

Word Embedding

University of Waterloo, Ontario, Canada

Nicole Sandra-Yaffa Dumont

Webpage

Google Scholar

VSAs publications

Semantic Pointer Architecture

Spatial Cognition

Continuous VSAs Representation

Prof. Chris Eliasmith

Webpage

Google Scholar

VSAs publications

Semantic Pointer Architecture

VSAs for Cognitive Tasks

Hardware for VSAs

Dr. Terry Stewart

Webpage

Google Scholar

VSAs publications

Semantic Pointer Architecture

VSAs for Cognitive Tasks

Biological basis of VSAs

University of Wisconsin-Madison, Madison, Wisconsin, USA

Toygun Basaklar

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

US Army Research Laboratory, Adelphi, Maryland, USA

Dr. Douglas Summers-Stay

Webpage

Google Scholar

VSAs publications

Information Retrieval from VSAs

VSAs for Robotics

Villanova University, Villanova, Pennsylvania, USA

Prof. Xun Jiao

Webpage

Google Scholar

VSAs publications

Hardware for VSAs
VSAs for Machine Learning

Washington and Lee University, Lexington, Virginia, USA

Prof. Simon Levy

Webpage

Google Scholar

VSAs publications

Analogical Reasoning with VSAs

Multiply-Add-Permute

VSAs for Robotics

Europe

Bernstein Center for Computational Neuroscience, Berlin, Germany

Dr. Peter beim Graben

Webpage

Google Scholar

VSAs publications

VSAs for Context-free Grammars

VSAs for NLP

Chemnitz University of Technology, Chemnitz, Germany

Dr. Peer Neubert

Prof. Peter Protzel

ETH Zürich, Zürich, Switzerland

University of Bologna, Bologna, Italy

Prof. Luca Benini

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Higher School of Economics, Nizhny Novgorod, Russia

Prof. Eduard Babkin

Webpage

Google Scholar

VSAs publications

Tensor Product Representations

VSAs for Decision Support Systems

Alexander Demidovskij

Webpage

Google Scholar

VSAs publications

Tensor Product Representations

VSAs for Decision Support Systems

IBM, Zurich, Switzerland

Kumudu Geethan Karunaratne

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

Independent researcher, Adana, Turkey

Dr. Ozgur Yilmaz

Webpage

Google Scholar

VSAs publications

VSAs and Cellular Automata

Analogical Reasoning with VSAs

Independent researcher, Schwerin, Germany

Dr. Hedda R. Schmidtke

Webpage

Google Scholar

VSAs publications

Reasoning with VSAs

Imagery with VSAs

Intel Labs – Autonomous Systems Research Lab, Karlsruhe, Germany

Dr. Florian Mirus

Webpage

Google Scholar

VSAs publications

VSAs for Knowledge Representation in Automotive Context

International Research and Training Center for Information Technologies and Systems, Kiev, Ukraine

Prof. Dmitri A. Rachkovskij

Webpage

Google Scholar

VSAs publications

Sparse Binary Distributed Representations

Mapping Data to VSAs

Analogical Reasoning with VSAs

KTH Royal Institute of Technology, Stockholm, Sweden

Prof. Jörg Conradt

Webpage

Google Scholar

VSAs publications

VSAs for Robotics

VSAs for Cognitive Tasks

VSAs for Scene Understanding

Prof. Jussi Karlgren

Webpage

Google Scholar

VSAs publications

Random Indexing

VSAs for NLP

Lulea University of Technology, Lulea, Sweden

Prof. Evgeny Osipov

Webpage

Google Scholar

VSAs publications

Mapping Data to VSAs

VSAs for Machine Learning

Moscow Institute of Physics and Technology, Moscow, Russia

Higher School of Economics, Moscow, Russia

Alexey K. Kovalev

Webpage

Google Scholar

VSAs publications

VSAs for Cognitive Tasks

VSAs for Machine Learning

Prof. Aleksandr Panov

Webpage

Google Scholar

VSAs publications

VSAs for Cognitive Tasks

VSAs for Machine Learning

Newcastle University, Newcastle upon Tyne, Southampton, United Kingdom

Ryan Calmus

Webpage

Google Scholar

VSAs publications

Mapping Data to VSAs

VSAs for Cognitive Tasks

Research Institutes of Sweden, Stockholm, Sweden

Dr. Magnus Sahlgren

Webpage

Google Scholar

VSAs publications

Random Indexing

VSAs for NLP

Word Embedding

Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland

Prof. David Atienza

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

VSAs for Biomedical Applications

Una Pale

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

VSAs for Biomedical Applications

Dr. Tomas Teijeiro

Webpage

Google Scholar

VSAs publications

Hardware for VSAs

VSAs for Machine Learning

VSAs for Biomedical Applications

Tampere University, Tampere, Finland

Prof. Okko Räsänen

Webpage

Google Scholar

VSAs publications

Mapping Data to VSAs

VSAs for Machine Learning

Uninettuno University, Rome, Italy

Eleonora Cappelli

Prof. Emanuel Weitschek

University of Bern, Bern, Switzerland

Prof. Kaspar A. Schindler

University of Southampton, Southampton, United Kingdom

Dr. Alexander Serb

University of Trento, Povo, Italy

Dr. Fabio Cumbo