Density Encoding Enables Resource-Efficient Randomly Connected Neural
Networks

Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

19 September 2019

Mansour Kheffache

Papers citing "Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks"

10 / 10 papers shown

Title
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 29 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
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
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
Computing on Functions Using Randomized Vector Representations E. P. Frady Denis Kleyko Christopher J. Kymn Bruno A. Olshausen Friedrich T. Sommer 30 69 0 08 Sep 2021
Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing Cameron Diao Denis Kleyko J. Rabaey Bruno A. Olshausen 26 26 0 17 Jun 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 37 57 0 09 Jun 2021
End to End Binarized Neural Networks for Text Classification Harshil Jain Akshat Agarwal Kumar Shridhar Denis Kleyko MQ 20 26 0 11 Oct 2020
Cellular Automata Can Reduce Memory Requirements of Collective-State Computing Denis Kleyko E. P. Frady Friedrich T. Sommer 19 16 0 07 Oct 2020
Variable Binding for Sparse Distributed Representations: Theory and Applications E. P. Frady Denis Kleyko Friedrich T. Sommer 18 55 0 14 Sep 2020