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Showing results 1 to 6 of 6

Conference
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
  • 2022-06-18
  • Zou, Zhuowen. (2022-06-18). BioHD: An Efficient Genome Sequence Search Platform Using HyperDimensional Memorization. ACM/IEEE International Symposium on Computer Architecture, 656–669. doi: 10.1145/3470496.3527422
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 91
  • Download : 0
Article
EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor
  • Zou, Zhuowen ; 
  • Alimohamadi, Haleh ; 
  • Kim, Yeseong ; 
  • Najafi, M. Hassan ; 
  • Srinivasa, Narayan ; 
  • Imani, Mohsen
  • 2022-07
  • Zou, Zhuowen. (2022-07). EventHD: Robust and efficient hyperdimensional learning with neuromorphic sensor. Frontiers in Neuroscience, 16. doi: 10.3389/fnins.2022.858329
  • Frontiers Media S.A.
  • View : 285
  • Download : 31
Conference
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder
  • Zou, Zhuowen ; 
  • Kim, Yeseong ; 
  • Najafi, Mohammadreza Najafi ; 
  • Imani, Mohsen
  • 2021-02-01
  • Zou, Zhuowen. (2021-02-01). ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. Design Automation and Test in Europe Conference, 850–855. doi: 10.23919/DATE51398.2021.9473987
  • IEEE Council on Electronic Design Automation
  • View : 167
  • Download : 0
Article
Memory-inspired spiking hyperdimensional network for robust online learning
  • Zou, Zhuowen ; 
  • Alimohamadi, Haleh ; 
  • Zakeri, Ali ; 
  • Imani, Farhad ; 
  • Kim, Yeseong ; 
  • Najafi, M. Hassan ; 
  • Imani, Mohsen
  • 2022-05
  • Zou, Zhuowen. (2022-05). Memory-inspired spiking hyperdimensional network for robust online learning. Scientific Reports, 12(1). doi: 10.1038/s41598-022-11073-3
  • Nature Publishing Group
  • View : 378
  • Download : 0
Conference
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
  • 2021-03-01
  • Imani, Mohsen. (2021-03-01). Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. International Symposium on High-Performance Computer Architecture, 221–234. doi: 10.1109/HPCA51647.2021.00028
  • IEEE Computer Society
  • View : 170
  • Download : 0
Conference
Scalable Edge-Based Hyperdimensional Learning System with Brain-Like Neural Adaptation
  • Zou, Zhuowen ; 
  • Kim, Yeseong ; 
  • Imani, Farhad ; 
  • Alimohamadi, Haleh ; 
  • Cammarota, Rosario ; 
  • Imani, Mohsen
  • 2021-11-14
  • Zou, Zhuowen. (2021-11-14). Scalable Edge-Based Hyperdimensional Learning System with Brain-Like Neural Adaptation. ACM/IEEE International Conference for High Performance Computing, Networking, Storage, and Analysis (SC21), 1–15. doi: 10.1145/3458817.3480958
  • IEEE Computer Society
  • View : 114
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