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Issue Date Title Author(s) Journal View
2023-04-18
Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation

Kim, Jiseung ;  Lee, Hyunsei ;  Imani, Mohsen ;  Kim, Yeseong

Design Automation and Test in Europe Conference, 2023-04-18

 11
2023-07-20
Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems

Imani, Mohsen ;  Kim, Yeseong ;  Khaleghi, Behnam ;  Morris, Justin ;  Alimohamadi, Haleh ;  Imani, Farhad ;  Latapie, Hugo

IEEE International Conference on Distributed Computing Systems, pp.511 - 522, 2023-07-20

 50
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

 51
2023-07-13
Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI

Lee, Hyunsei ;  Kim, Jiseung ;  Chen, Hanning ;  Zeira, Ariela ;  Srinivasa, Narayan ;  Imani, Mohsen ;  Kim, Yeseong

Design Automation Conference, pp.23709098, 2023-07-13

 14
2023-06-06
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing

Ni, Yang ;  Abraham, Danny ;  Issa, Mariam ;  Kim, Yeseong ;  Mercati, Pietro ;  Imani, Mohsen

ACM Great Lakes Symposium on VLSI, GLSVLSI 2023, pp.449 - 453, 2023-06-06

 50
2023-07-13
Sidekick: Near Data Processing for Clustering Enhanced by Automatic Memory Disaggregation

Lee, Sanghoon ;  Park, Jongho ;  Ha, Minho ;  Koh, Byung Il ;  Park, Kyoung ;  Kim, Yeseong

Design Automation Conference, 2023-07-13

 50
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

 8
2023-10-16
Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration

Chen, Hanning ;  Kim, Yeseong ;  Sadredini, Elaheh ;  Gupta, Saransh ;  Latapie, Hugo ;  Imani, Mohsen

IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, pp.44 - 49, 2023-10-16

 51
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