Vector Symbolic Architectures as a Computing Framework for Emerging
Hardware

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

9 June 2021

Mike Davies

Spencer J. Kent

Bruno A. Olshausen

Friedrich T. Sommer

Papers citing "Vector Symbolic Architectures as a Computing Framework for Emerging Hardware"

12 / 12 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 61 0 0 28 Jan 2025
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras Chae Young Lee Maxwell Fite Tejus Rao Sara Achour Zerina Kapetanovic VLM 36 1 0 17 Jan 2025
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 39 2 0 02 May 2024
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet Michael Hersche G. Karunaratne Luca Benini Abu Sebastian Abbas Rahimi 36 13 0 05 Dec 2023
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
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
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 77 119 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
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework Zhuowen Zou H. Alimohamadi Farhad Imani Yeseong Kim Mohsen Imani 36 19 0 01 Oct 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 254 0 09 Dec 2020
Deep learning in ultrasound imaging Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar 20 226 0 05 Jul 2019
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 76 1,628 0 14 Apr 2018