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Issue Date Title Author(s) Journal View
2021-11-03
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture

Kim, Yeseong ;  Imani, Mohsen ;  Gupta, Saransh ;  Zhou, Minxuan ;  Rosing, Tajana S.

IEEE/ACM International Conference on Computer-Aided Design, pp.1 - 9, 2021-11-03

 7
2021-12-05
CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing

Kim, Yeseong ;  Kim, Jiseung ;  Imani, Mohsen

Design Automation Conference, pp.775 - 780, 2021-12-05

 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
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
2021-02-01
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder

Zou, Zhuowen ;  Kim, Yeseong ;  Najafi, Mohammadreza Najafi ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.850 - 855, 2021-02-01

 11
2021-02-04
A Framework for Efficient and Binary Clustering in High-Dimensional Space

Hernandez-Cano, Alejandro ;  Kim, Yeseong ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.1859 - 1864, 2021-02-04

 12
2021-11-14
Scalable Edge-Based Hyperdimensional Learning System with Brain-Like Neural Adaptation

Zou, Zhuowen ;  Kim, Yeseong ;  Imani, Farhad ;  Alimohamadi, Haleh ;  Cammarota, Rosario ;  Imani, Mohsen

ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC21), pp.1 - 15, 2021-11-14

 7
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