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Showing results 1 to 6 of 6

Issue Date Title Author(s) Journal View
2022-06-18
BioHD: An Efficient Genome Sequence Search Platform Using HyperDimensional Memorization

Zou, Zhuowen ;  Chen, Hanning ;  Poduval, Prathyush ;  Kim, Yeseong ;  Imani, Mahdi ;  Sadredini, Elaheh ;  Cammarota, Rosario ;  Imani, Mohsen

ACM/IEEE International Symposium on Computer Architecture, pp.656 - 669, 2022-06-18

 36
2022-07
EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor

Zou, Zhuowen ;  Alimohamadi, Haleh ;  Kim, Yeseong ;  Najafi, M. Hassan ;  Srinivasa, Narayan ;  Imani, Mohsen

Frontiers in Neuroscience, v.16, 2022-07

 195
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

 96
2022-05
Memory-inspired spiking hyperdimensional network for robust online learning

Zou, Zhuowen ;  Alimohamadi, Haleh ;  Zakeri, Ali ;  Imani, Farhad ;  Kim, Yeseong ;  Najafi, M. Hassan ;  Imani, Mohsen

Scientific Reports, v.12, no.1, 2022-05

 199
2021-03-01
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, 2021-03-01

 106
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

 47
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