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Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

  • Published:2018-12 Issue:12 Volume:29 Page:5880-5898
  • ISSN:2162-237X
  • Container-title:IEEE Transactions on Neural Networks and Learning Systems
  • language:
  • Short-container-title:IEEE Trans. Neural Netw. Learning Syst.

Author:

Kleyko DenisORCID,Rahimi AbbasORCID,Rachkovskij Dmitri A.,Osipov EvgenyORCID,Rabaey Jan M.ORCID

Funder

Vetenskapsrådet

Defense Advanced Research Projects Agency

Stiftelsen Seth M Kempes Stipendiefond for his research visit to UC Berkeley

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

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4. Learnable Weighted Superposition in HDC and its Application to Multi-channel Time Series Classification;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

5. An encoding framework for binarized images using hyperdimensional computing;Frontiers in Big Data;2024-06-14
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