This page presents the list of people with knowledge expertise in HD/VSA worldwide
WARNING:
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. Therefore, the list is likely not complete. Please contact us if you have suggestions for inclusion.
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.
HD/VSA community on the map
Jump to a region:
Oceania
Independent researcher, Melbourne, Australia
Dr. Ross W. Gayler
Multiply-Add-Permute
Analogical Reasoning with HD/VSA
HD/VSA for Cognitive Tasks
La Trobe University, Melbourne, Australia
Asia
Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea
Prof. Yeseong Kim
Khalifa University, Abu Dhabi, United Arab Emirates
Prof. Baker Mohammad
North and South America
Argonne National Laboratory, Lemont, Illinois, USA
Dr. Wilkie Olin-Ammentorp
Carleton University, Ottawa, Ontario, Canada
Prof. M. Alex Kelly
Google, New York, New York, USA
Dr. Tony A. Plate
Holographic Reduced Representations
Analogical Reasoning with VSAs
Hierarchical representations with VSAs
Indiana University, Bloomington, Indiana, USA
Prof. Michael N. Jones
Holographic Reduced Representations
VSAs for NLP
Word Embedding
Semantic Modelling with VSAs
Johns Hopkins University, Baltimore, Maryland, USA
Prof. Paul Smolensky
Tensor Product Representations
VSAs for Machine Learning
HD/VSA & Neural Networks
LivePerson, Seattle, Washington, USA
McGill University, Montréal, Quebec, Canada
Prof. Brendan T. Johns
Microsoft Research, Redmond, Washington, USA
Roland Fernandez
Prof. Paul Smolensky
Tensor Product Representations
VSAs for Machine Learning
HD/VSA & Neural Networks
Princeton University, Princeton, New Jersey, USA
Purdue University, West Lafayette, Indiana, USA
Prof. Haitong Li
Textician, Cambridge, Massachusetts, USA
Dr. Stephen I. Gallant
The National Polytechnic Institute of Mexico, Mexico City, Mexico
Dr. Job Isaias Quiroz Mercado
University of California, Berkeley, California, USA
Dr. E. Paxon Frady
Memory Capacity of HD/VSA
Theoretical foundations of HD/VSA
Resonator Networks
Dr. Mohamed Ibrahim
Dr. Pentti Kanerva
Computing with High-Dimensional Vectors
Random Indexing
Sparse Distributed Memory
Prof. Bruno A. Olshausen
Prof. Jan M. Rabaey
Prof. Fritz Sommer
Memory Capacity of HD/VSA
Theoretical foundations of HD/VSA
Resonator Networks
Dr. Sohum Datta (Alumnus)
Dr. Laura I. Galindez Olascoaga
(Alumnus)
(Alumnus)
Dr. Spencer Kent (Alumnus)
Resonator Networks
HD/VSA for Visual Reasoning
Analogical Reasoning with HD/VSA
Dr. Alisha Menon
(Alumnus)
(Alumnus)
Dr. Ali Moin
(Alumnus)
(Alumnus)
HD/VSA for Biosignals
Hardware for HD/VSA
HD/VSA for Machine Learning
Dr. Andy Zhou (Alumnus)
HD/VSA for Biosignals
HD/VSA for Continuous Learning
Hardware for HD/VSA
University of California, Irvine, California, USA
Prof. Mohsen Imani
Prof. Alex Nicolau
University of California, Riverside, California, USA
University of California, San Diego, California, USA
Prof. Maxim Bazhenov
Prof. Tajana Simunic Rosing
Anthony Thomas
Theoretical foundations of HD/VSA
Mapping data to HD/VSA
HD/VSA for Machine Learning
University of California, Santa Barbara, California, USA
University of Manitoba, Winnipeg, Manitoba, Canada
Prof. Randall K. Jamieson
Holographic Reduced Representations
Semantic Modelling with VSAs
VSAs-based Memory
University of Maryland, College Park, Maryland, USA
Prof. Yiannis Aloimonos
Dr. Cornelia Fermuller
Dr. Anton Mitrokhin (Alumnus)
University of Michigan, Ann Arbor, Michigan, USA
University of Minnesota, Minneapolis, Minnesota, USA
University of Washington, Seattle, Washington, USA
University of Waterloo, Ontario, Canada
Nicole Sandra-Yaffa Dumont
Semantic Pointer Architecture
Spatial Cognition
Continuous VSAs Representation
Prof. Chris Eliasmith
Semantic Pointer Architecture
VSAs for Cognitive Tasks
Hardware for VSAs
Dr. Terry Stewart
Semantic Pointer Architecture
VSAs for Cognitive Tasks
Biological basis of VSAs
University of Wisconsin-Madison, Madison, Wisconsin, USA
US Army Research Laboratory, Adelphi, Maryland, USA
Dr. Douglas Summers-Stay
Villanova University, Villanova, Pennsylvania, USA
Washington and Lee University, Lexington, Virginia, USA
Prof. Simon Levy
Analogical Reasoning with VSAs
Multiply-Add-Permute
VSAs for Robotics
Europe
AI Sweden, Stockholm, Sweden
Bernstein Center for Computational Neuroscience, Berlin, Germany
Dr. Peter beim Graben
Chemnitz University of Technology, Chemnitz, Germany
ETH Zürich, Zürich, Switzerland
University of Bologna, Bologna, Italy
Higher School of Economics, Nizhny Novgorod, Russia
Prof. Eduard Babkin
Tensor Product Representations
VSAs for Decision Support Systems
Alexander Demidovskij
Tensor Product Representations
VSAs for Decision Support Systems
IBM, Zurich, Switzerland
Kumudu Geethan Karunaratne
Dr. Abbas Rahimi
Hardware for VSAs
VSAs for Machine Learning
Mapping data to VSAs
Independent researcher, Adana, Turkey
Dr. Ozgur Yilmaz
Independent researcher, Schwerin, Germany
Intel Labs – Autonomous Systems Research Lab, Karlsruhe, Germany
Dr. Florian Mirus
International Research and Training Center for Information Technologies and Systems, Kiev, Ukraine
Prof. Dmitri A. Rachkovskij
Sparse Binary Distributed Representations
Mapping Data to VSAs
Analogical Reasoning with VSAs
KTH Royal Institute of Technology, Stockholm, Sweden
Prof. Jörg Conradt
VSAs for Robotics
VSAs for Cognitive Tasks
VSAs for Scene Understanding
Lulea University of Technology, Lulea, Sweden
Prof. Evgeny Osipov
Moscow Institute of Physics and Technology, Moscow, Russia
Higher School of Economics, Moscow, Russia
Alexey K. Kovalev
Prof. Aleksandr Panov
Newcastle University, Newcastle upon Tyne, Southampton, United Kingdom
Research Institutes of Sweden, Stockholm, Sweden
Dr. Denis Kleyko
Memory Capacity of HD/VSA
Mapping data to HD/VSA
HD/VSA for Machine Learning
Sapienza University of Rome, Rome, Italy
Prof. Massimo Panella
Dr. Antonello Rosato
Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland
Prof. David Atienza
Hardware for HD/VSA
HD/VSA for Machine Learning
HD/VSA for Biomedical Applications
Una Pale
Hardware for HD/VSA
HD/VSA for Machine Learning
HD/VSA for Biomedical Applications
Dr. Tomas Teijeiro
Hardware for HD/VSA
HD/VSA for Machine Learning
HD/VSA for Biomedical Applications
Tampere University, Tampere, Finland
Prof. Okko Räsänen
Uninettuno University, Rome, Italy
University of Antwerp, Antwerp, Belgium
Laura Smets
HD/VSA for Machine Learning
Mapping data to HD/VSA
Image Processing with HD/VSA
University of Bern, Bern, Switzerland
University of Edinburgh, Edinburgh, United Kingdom
University of Stuttgart, Stuttgart, Germany
Prof. Hussam Amrouch
HW/SW Co-design for HD/VSA
Emerging technologies for HD/VSA
Beyond von Neumann Computing
