Computing on Functions Using Randomized Vector Representations

Computing on Functions Using Randomized Vector Representations

8 September 2021

Christopher J. Kymn

Bruno A. Olshausen

Friedrich T. Sommer

Papers citing "Computing on Functions Using Randomized Vector Representations"

13 / 13 papers shown

Title
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings Denis Kleyko D. Rachkovskij 45 0 0 28 Jan 2025
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 50 2 0 14 May 2024
Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware Madison Cotteret Hugh Greatorex Alpha Renner Junren Chen Emre Neftci Huaqiang Wu Giacomo Indiveri Martin Ziegler Elisabetta Chicca 36 2 0 02 May 2024
Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices Manuel E. Segura Pere Vergés Justin Tian Jin Chen Ramesh Arangott Angela Kristine Garcia Laura Garcia Reynoso Alexandru Nicolau T. Givargis Sergio Gago Masagué 24 3 0 18 Mar 2024
Computing with Residue Numbers in High-Dimensional Representation Christopher J. Kymn Denis Kleyko E. P. Frady Connor Bybee P. Kanerva Friedrich T. Sommer Bruno A. Olshausen 30 6 0 08 Nov 2023
Efficient Hyperdimensional Computing Zhanglu Yan Shida Wang Kaiwen Tang Weng-Fai Wong 21 3 0 26 Jan 2023
Recursive Binding for Similarity-Preserving Hypervector Representations of Sequences D. Rachkovskij Denis Kleyko 13 7 0 27 Jan 2022
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences D. Rachkovskij 11 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 21 126 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 72 119 0 11 Nov 2021
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 42 26 0 15 Oct 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 32 57 0 09 Jun 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 254 0 09 Dec 2020