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

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

3 March 2020

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

15 / 15 papers shown

Title
Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing Cameron Diao Denis Kleyko J. Rabaey Bruno A. Olshausen 38 26 0 17 Jun 2021
Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks A. Rosato Massimo Panella Denis Kleyko 47 18 0 02 Jun 2021
End to End Binarized Neural Networks for Text Classification Harshil Jain Akshat Agarwal Kumar Shridhar Denis Kleyko MQ 40 27 0 11 Oct 2020
Variable Binding for Sparse Distributed Representations: Theory and Applications E. P. Frady Denis Kleyko Friedrich T. Sommer 34 56 0 14 Sep 2020
Text Classification with Few Examples using Controlled Generalization A. Mahabal Jason Baldridge Burcu Karagol Ayan Vincent Perot Dan Roth OOD AI4CE 31 11 0 18 May 2020
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks Denis Kleyko Mansour Kheffache E. P. Frady U. Wiklund Evgeny Osipov 31 45 0 19 Sep 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 46 2,633 0 05 Jun 2019
Subword Semantic Hashing for Intent Classification on Small Datasets Kumar Shridhar Ayushman Dash Amit Sahu G. Pihlgren Pedro Alonso Vinay Pondeknath Gyorgy Kovács Fotini Simistira Marcus Liwicki 36 32 0 16 Oct 2018
Neural Random Projections for Language Modelling Davide Nunes Luis M. Antunes 16 4 0 02 Jul 2018
A theory of sequence indexing and working memory in recurrent neural networks E. P. Frady Denis Kleyko Friedrich T. Sommer 25 100 0 28 Feb 2018
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware Denis Kleyko E. P. Frady Mansour Kheffache Evgeny Osipov 52 37 0 01 Jun 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 187 9,924 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 87 4,596 0 06 Jul 2016
Holographic Graph Neuron: a Bio-Inspired Architecture for Pattern Processing Denis Kleyko Evgeny Osipov A. Senior Asad I. Khan Y. Şekercioğlu 30 69 0 15 Jan 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 534 31,406 0 16 Jan 2013