Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks

2 June 2021

Papers citing "Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks"

7 / 7 papers shown

Title
Computing with Hypervectors for Efficient Speaker Identification Ping-Chen Huang Denis Kleyko J. Rabaey Bruno A. Olshausen P. Kanerva 81 2 0 28 Aug 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 104 136 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 123 26 0 15 Oct 2021
Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing Cameron Diao Denis Kleyko J. Rabaey Bruno A. Olshausen 72 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 107 61 0 09 Jun 2021
Cellular Automata Can Reduce Memory Requirements of Collective-State Computing Denis Kleyko E. P. Frady Friedrich T. Sommer 62 16 0 07 Oct 2020
HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics Pedro Alonso Kumar Shridhar Denis Kleyko Evgeny Osipov Marcus Liwicki 69 22 0 03 Mar 2020