XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training-Reference-Cited by-同舟云学术

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XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training

Published:2022-01-17 Issue: Volume: Page:
ISSN:
Container-title:2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC)
language:
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Author:

Kang Jaeyoung¹,Khaleghi Behnam²,Kim Yeseong³,Rosing Tajana²

Affiliation:

1. University of California San Diego,Department of Electrical and Computer Engineering,La Jolla,CA,USA

2. University of California San Diego,Department of Computer Science and Engineering,La Jolla,CA,USA

3. DGIST,Department of Information and Communication Engineering,Daegu,Republic of Korea

Funder

DARPA

NSF

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9712466/9712479/09712549.pdf?arnumber=9712549

Reference23 articles.

1. A Programmable Hyper-Dimensional Processor Architecture for Human-Centric IoT

2. Exploring Hyperdimensional Associative Memory

3. Brain-inspired computing exploiting carbon nanotube FETs and resistive RAM: Hyperdimensional computing case study

4. Hierarchical hyperdimensional computing for energy efficient classification

Cited by 12 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate Learning;ACM Transactions on Design Automation of Electronic Systems;2024-09-04

2. DRAM-Based Acceleration of Open Modification Search in Hyperdimensional Space;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-09

3. Determining the Number of Clusters in Clinical Response of TMS Treatment using Hyperdimensional Computing;Journal of Signal Processing Systems;2024-06-26

4. Robust Clustering Using Hyperdimensional Computing;IEEE Open Journal of Circuits and Systems;2024

5. RefineHD: Accurate and Efficient Single-Pass Adaptive Learning Using Hyperdimensional Computing;2023 IEEE International Conference on Rebooting Computing (ICRC);2023-12-05

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