All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing
Author:
Affiliation:
1. School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, LA, United States
Funder
National Science Foundation
Cisco Systems
Xilinx
Nvidia
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3665314.3670834
Reference35 articles.
1. Hussam Amrouch Mohsen Imani Xun Jiao Yiannis Aloimonos Cornelia Fermuller Dehao Yuan Dongning Ma Hamza E. Barkam Paul R. Genssler and Peter Sutor. 2022. Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. In 2022 CODES+ISSS. 10.1109/CODES-ISSS55005.2022.00017
2. Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing
3. Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing
4. Sercan Aygun, Mehran Shoushtari Moghadam, and M. Hassan Najafi. 2024. uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. In 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE). 1--6.
5. Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, and Mohsen Imani. 2023. Learning from Hypervectors: A Survey on Hypervector Encoding. arXiv:2308.00685 [cs.LG]
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