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Issue Date Title Author(s) Journal View
2022-01-18
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training

Kang, Jaeyoung ;  Khaleghi, Behnam ;  Kim, Yeseong ;  Rosing, Tajana

27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, pp.220 - 225, 2022-01-18

 7
2021-02-27
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures

Imani, Mohsen ;  Zou, Zhuowen ;  Bosch, Samuel ;  Rao, Sanjay Anantha ;  Salamat, Sahand ;  Kumar, Venkatesh ;  Kim, Yeseong ;  Rosing, Tajana

International Symposium on High-Performance Computer Architecture, pp.221 - 234, 2021-02-27

 8
2022-03-17
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge

Ni, Yang ;  Kim, Yeseong ;  Rosing, Tajana ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.292 - 297, 2022-03-17

 10
2022-03-22
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization

Ni, Yang ;  Kim, Yeseong ;  Rosing, Tajana ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.612 - 615, 2022-03-22

 10
2021-01-18
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing

Guo, Yunhui ;  Imani, Mohsen ;  Kang, Jaeyoung ;  Salamat, Sahand ;  Morris, Justin ;  Aksanli, Baris ;  Kim, Yeseong ;  Rosing, Tajana

26th Asia and South Pacific Design Automation Conference, ASP-DAC 2021, pp.384 - 389, 2021-01-18

 8
2023-08-24
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract)

Ni, Yang ;  Kim, Yeseong ;  Rosing, Tajana ;  Imani, Mohsen

International Joint Conference on Artificial Intelligence, pp.6474 - 6479, 2023-08-24

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