A comparison of Vector Symbolic Architectures

31 January 2020

Papers citing "A comparison of Vector Symbolic Architectures"

18 / 18 papers shown

Title
HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems Marco Angioli Antonello Rosato Marcello Barbirotta Rocco Martino Francesco Menichelli Mauro Olivieri 66 0 0 28 Jan 2025
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings Denis Kleyko D. Rachkovskij 45 0 0 28 Jan 2025
Aligning Knowledge Graphs Provided by Humans and Generated from Neural Networks in Specific Tasks Tangrui Li Jun Zhou 43 0 0 23 Apr 2024
Factorizers for Distributed Sparse Block Codes Michael Hersche Aleksandar Terzić G. Karunaratne Jovin Langenegger Angeline Pouget G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi 39 4 0 24 Mar 2023
Efficient Hyperdimensional Computing Zhanglu Yan Shida Wang Kaiwen Tang Weng-Fai Wong 37 3 0 26 Jan 2023
Lempel-Ziv Networks Rebecca Saul Mohammad Mahmudul Alam John Hurwitz Edward Raff Tim Oates James Holt 26 2 0 23 Nov 2022
Unpaired Image Translation via Vector Symbolic Architectures Justin D. Theiss Jay Leverett Daeil Kim Aayush Prakash 29 26 0 06 Sep 2022
Graph Embeddings via Tensor Products and Approximately Orthonormal Codes Frank Qiu 26 3 0 18 Aug 2022
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures Mike Heddes Igor O. Nunes Pere Vergés Denis Kleyko Danny Abraham T. Givargis Alexandru Nicolau A. Veidenbaum 39 20 0 18 May 2022
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures Naoki Hiratani H. Sompolinsky 33 5 0 14 Apr 2022
A novel HD Computing Algebra: Non-associative superposition of states creating sparse bundles representing order information S. Reimann 19 1 0 17 Feb 2022
Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences D. Rachkovskij Denis Kleyko 23 7 0 27 Jan 2022
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences D. Rachkovskij 18 8 0 31 Dec 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 26 128 0 12 Nov 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 80 120 0 11 Nov 2021
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 40 57 0 09 Jun 2021
Hyperdimensional computing as a framework for systematic aggregation of image descriptors Peer Neubert Stefan Schubert 43 47 0 19 Jan 2021
Analyzing the Capacity of Distributed Vector Representations to Encode Spatial Information Florian Mirus T. Stewart Jorg Conradt 14 4 0 30 Sep 2020