HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks
with Hyperdimensional Computing enabled Embedding of n-gram Statistics

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HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics

3 March 2020

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Papers citing "HyperEmbed: Tradeoffs Between Resources and Performance in NLP Tasks with Hyperdimensional Computing enabled Embedding of n-gram Statistics"

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Title
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing Anthony Thomas Behnam Khaleghi Gopi Krishna Jha S. Dasgupta N. Himayat Ravi Iyer Nilesh Jain Tajana Rosing 88 6 0 20 Sep 2022
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
End to End Binarized Neural Networks for Text Classification Harshil Jain Akshat Agarwal Kumar Shridhar Denis Kleyko MQ 79 27 0 11 Oct 2020
Classification using Hyperdimensional Computing: A Review Lulu Ge Keshab K. Parhi 63 184 0 19 Apr 2020
Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol. 4 Issue 30 (2019) 1-10 Denis Kleyko Ross W. Gayler Evgeny Osipov 66 8 0 25 Mar 2020