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Showing results 1 to 28 of 28
- Hernandez-Cano, Alejandro ;
- Kim, Yeseong ;
- Imani, Mohsen
- 2021-02-04
- Hernandez-Cano, Alejandro. (2021-02-04). A Framework for Efficient and Binary Clustering in High-Dimensional Space. Design Automation and Test in Europe Conference, 1859–1864. doi: 10.23919/DATE51398.2021.9474008
- IEEE Council on Electronic Design Automation
- View : 106
- Download : 0
- Poduval, Poduval ;
- Ni, Yang ;
- Kim, Yeseong ;
- Ni, Kai ;
- Kumar, Raghavan ;
- Cammarota, Rossario ;
- Imani, Mohsen
- 2022-07-10
- Poduval, Poduval. (2022-07-10). Adaptive neural recovery for highly robust brain-like representation. Design Automation Conference, 367–372. doi: 10.1145/3489517.3530659
- Association for Computing Machinery
- View : 80
- Download : 0
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- Imani, Mohsen ;
- Kim, Yeseong
- 2024-09
- Kim, Jiseung. (2024-09). Advancing Hyperdimensional Computing Based on Trainable Encoding and Adaptive Training for Efficient and Accurate Learning. ACM Transactions on Design Automation of Electronic Systems, 29(5), 1–25. doi: 10.1145/3665891
- Association for Computing Machinary
- View : 131
- Download : 0
Conference
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge
- Ni, Yang ;
- Kim, Yeseong ;
- Rosing, Tajana ;
- Imani, Mohsen
- 2022-03-17
- Ni, Yang. (2022-03-17). Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. Design Automation and Test in Europe Conference, 292–297. doi: 10.23919/DATE54114.2022.9774524
- IEEE Council on Electronic Design Automation
- View : 130
- Download : 0
- Ni, Yang ;
- Kim, Yeseong ;
- Rosing, Tajana ;
- Imani, Mohsen
- 2023-08-24
- Ni, Yang. (2023-08-24). Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). International Joint Conference on Artificial Intelligence, 6474–6479. doi: 10.24963/ijcai.2023/723
- International Joint Conferences on Artifical Intelligence (IJCAI)
- View : 154
- Download : 0
- 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 : 87
- Download : 0
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- Kim, Jinhyung ;
- Kim, Taehyung ;
- Kim, Yongnyeon ;
- Ni, Yang ;
- Imani, Mohsen ; et al
- 2024-05-14
- Kwon, Hyukjun. (2024-05-14). Brain-Inspired Hyperdimensional Computing in the Wild: Lightweight Symbolic Learning for Sensorimotor Controls of Wheeled Robots. IEEE International Conference on Robotics and Automation, 5176–5182. doi: 10.1109/ICRA57147.2024.10610176
- IEEE Robotics and Automation Society
- View : 79
- Download : 0
- Kim, Yeseong ;
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- Imani, Mohsen
- 2021-12-05
- Kim, Yeseong. (2021-12-05). CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing. Design Automation Conference, 775–780. doi: 10.1109/DAC18074.2021.9586235
- Institute of Electrical and Electronics Engineers Inc.
- View : 127
- Download : 0
Conference
Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI
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- Chen, Hanning ;
- Zeira, Ariela ;
- Srinivasa, Narayan ;
- Imani, Mohsen ;
- Kim, Yeseong
- 2023-07-13
- Lee, Hyunsei. (2023-07-13). Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI. Design Automation Conference, 23709098. doi: 10.1109/DAC56929.2023.10248004
- ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
- View : 127
- Download : 0
- Gupta, Saransh ;
- Imani, Mohsen ;
- Sim, Joonseop ;
- Huang, Andrew ;
- Wu, Fan ;
- Kang, Jaeyoung ;
- Kim, Yeseong ;
- Rosing, Tajana Simunic
- 2022-04
- Gupta, Saransh. (2022-04). COSMO: Computing with Stochastic Numbers in Memory. ACM Journal on Emerging Technologies in Computing Systems, 18(2), 1–25. doi: 10.1145/3484731
- Association for Computing Machinary, Inc.
- View : 325
- Download : 0
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- Imani, Mohsen ;
- Suh, Ilhong ;
- Kim, Yeseong
- 2024-11-20
- Lee, Hyunsei. (2024-11-20). Efficient Forward-Only Training for Brain-Inspired Hyperdimensional Computing. IEEE International Conference on Computer Design, 707–714. doi: 10.1109/ICCD63220.2024.00113
- IEEE Computer Society
- View : 162
- Download : 0
Conference
Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation
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- Imani, Mohsen ;
- Kim, Yeseong
- 2023-04-18
- Kim, Jiseung. (2023-04-18). Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation. Design Automation and Test in Europe Conference. doi: 10.23919/DATE56975.2023.10137134
- IEEE Council on Electronic Design Automation
- View : 111
- Download : 0
- Ni, Yang ;
- Abraham, Danny ;
- Issa, Mariam ;
- Kim, Yeseong ;
- Mercati, Pietro ;
- Imani, Mohsen
- 2023-06-06
- Ni, Yang. (2023-06-06). Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI, GLSVLSI 2023, 449–453. doi: 10.1145/3583781.3590298
- ACM Special Interest Group on Design Automation (SIGDA), IEEE Council on Electronic Design Automation (CEDA)
- View : 182
- Download : 0
- 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 : 284
- Download : 31
- Jeong, SungHeon ;
- Barkam, Hamza Errahmouni ;
- Yun, Sanggeon ;
- Kim, Yeseong ;
- Angizi, Shaahin ;
- Imani, Mohsen
- 2025-04-01
- Design Automation and Test in Europe Conference, pp.1 - 7
- Institute of Electrical and Electronics Engineers Inc.
- View : 269
- Download : 0
- Imani, Mohsen ;
- Kim, Yeseong ;
- Khaleghi, Behnam ;
- Morris, Justin ;
- Alimohamadi, Haleh ;
- Imani, Farhad ;
- Latapie, Hugo
- 2023-07-20
- Imani, Mohsen. (2023-07-20). Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. IEEE International Conference on Distributed Computing Systems, 511–522. doi: 10.1109/ICDCS57875.2023.00083
- IEEE Computer Society
- View : 216
- Download : 0
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- Rosing, Tajana ;
- Imani, Mohsen ;
- Kim, Yeseong
- 2025-04-02
- Design Automation and Test in Europe Conference, pp.1 - 2
- Institute of Electrical and Electronics Engineers Inc.
- View : 237
- Download : 0
- Guo, Yunhui ;
- Imani, Mohsen ;
- Kang, Jaeyoung ;
- Salamat, Sahand ;
- Morris, Justin ;
- Aksanli, Baris ;
- Kim, Yeseong ;
- Rosing, Tajana
- 2021-01-18
- Guo, Yunhui. (2021-01-18). HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. 26th Asia and South Pacific Design Automation Conference, ASP-DAC 2021, 384–389. doi: 10.1145/3394885.3431553
- Institute of Electrical and Electronics Engineers Inc.
- View : 178
- Download : 41
- 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 : 165
- Download : 0
Conference
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture
- Kim, Yeseong ;
- Imani, Mohsen ;
- Gupta, Saransh ;
- Zhou, Minxuan ;
- Rosing, Tajana S.
- 2021-11-03
- Kim, Yeseong. (2021-11-03). Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. IEEE/ACM International Conference on Computer-Aided Design, 1–9. doi: 10.1109/ICCAD51958.2021.9643480
- Institute of Electrical and Electronics Engineers Inc.
- View : 148
- Download : 0
- 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 : 377
- Download : 0
- Imani, Mohsen ;
- Zakeri, Ali ;
- Chen, Hanning ;
- Kim, TaeHyun ;
- Poduval, Prathyush ;
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- Kim, Yeseong ;
- Sadredini, Elaheh ;
- Imani, Farhad
- 2022-07-12
- Imani, Mohsen. (2022-07-12). Neural Computation for Robust and Holographic Face Detection. Design Automation Conference, 31–36. doi: 10.1145/3489517.3530653
- Association for Computing Machinery
- View : 77
- Download : 0
- Ni, Yang ;
- Kim, Yeseong ;
- Rosing, Tajana ;
- Imani, Mohsen
- 2022-03-22
- Ni, Yang. (2022-03-22). Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. Design Automation and Test in Europe Conference, 612–615. doi: 10.23919/DATE54114.2022.9774764
- IEEE Council on Electronic Design Automation
- View : 159
- Download : 0
Conference
QuiltNet: Efficient Deep Learning Inference on Multi-Chip Accelerators Using Model Partitioning
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- Ha, Minho ;
- Lim, Euicheol ;
- Imani, Mohsen ;
- Kim, Yeseong
- 2022-07-14
- Park, Jongho. (2022-07-14). QuiltNet: Efficient Deep Learning Inference on Multi-Chip Accelerators Using Model Partitioning. Design Automation Conference, 1159–1164. doi: 10.1145/3489517.3530589
- Association for Computing Machinery
- View : 159
- Download : 0
- 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 : 169
- Download : 0
- 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 : 111
- Download : 0
Conference
Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration
- Chen, Hanning ;
- Kim, Yeseong ;
- Sadredini, Elaheh ;
- Gupta, Saransh ;
- Latapie, Hugo ;
- Imani, Mohsen
- 2023-10-16
- Chen, Hanning. (2023-10-16). Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration. IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, 44–49. doi: 10.1109/VLSI-SoC57769.2023.10321874
- International Federation for Information Processing Technical Committee
- View : 146
- Download : 0
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- Imani, Mohsen ;
- Kim, Yeseong
- 2024-03-26
- Lee, Hyunsei. (2024-03-26). Towards Forward-Only Learning for Hyperdimensional Computing. Design Automation and Test in Europe Conference, 1–2. doi: 10.23919/DATE58400.2024.10546643
- Institute of Electrical and Electronics Engineers Inc.
- View : 249
- Download : 0
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