Hypervector Design for Efficient Hyperdimensional Computing on Edge
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Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices

8 March 2021

Papers citing "Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices"

13 / 13 papers shown

Title
Laplace-HDC: Understanding the geometry of binary hyperdimensional computing Saeid Pourmand Wyatt D. Whiting Alireza Aghasi Nicholas F. Marshall 51 1 0 16 Apr 2024
MicroHD: An Accuracy-Driven Optimization of Hyperdimensional Computing Algorithms for TinyML systems Flavio Ponzina Tajana Simunic 18 4 0 24 Mar 2024
Hyperdimensional computing: a fast, robust and interpretable paradigm for biological data Michiel Stock Dimitri Boeckaerts Pieter Dewulf S. Taelman Maxime Van Haeverbeke W. Criekinge B. De Baets 31 2 0 27 Feb 2024
Robust Clustering using Hyperdimensional Computing Lulu Ge Keshab K. Parhi 16 4 0 05 Dec 2023
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing Sercan Aygün Mehran Shoushtari Moghadam M. H. Najafi 18 2 0 16 Nov 2023
Learning from Hypervectors: A Survey on Hypervector Encoding Ieee Mehran Sercan Aygun Member Ieee Shoushtari Moghadam Student Member Muhammad Hassan Ieee Mohsen Imani ID Member 32 25 0 01 Aug 2023
Training a HyperDimensional Computing Classifier using a Threshold on its Confidence Laura Smets W. V. Leekwijck I. Tsang Steven Latré 21 8 0 30 May 2023
MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption Yejia Liu Shijin Duan Xiaolin Xu Shaolei Ren 35 4 0 23 Feb 2023
A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices Shijin Duan Xiaolin Xu Shaolei Ren 28 13 0 09 Mar 2022
tinyMAN: Lightweight Energy Manager using Reinforcement Learning for Energy Harvesting Wearable IoT Devices T. Basaklar Y. Tuncel Ümit Y. Ogras 11 15 0 18 Feb 2022
Automated Architecture Search for Brain-inspired Hyperdimensional Computing Junhuan Yang Yi Sheng Sizhe Zhang Ruixuan Wang K. Foreman M. Paige Xun Jiao Weiwen Jiang Lei Yang 23 7 0 11 Feb 2022
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning Tao Yu Yichi Zhang Zhiru Zhang Christopher De Sa 24 30 0 10 Feb 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 24 126 0 12 Nov 2021