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Issue Date Title Author(s) Journal View
2022-03-23
DeepPM: Transformer-based Power and Performance Prediction for Energy-Aware Software

Shim, Jun S. ;  Han, Bogyeong ;  Kim, Yeseong ;  Kim, Jihong

Design Automation and Test in Europe Conference, pp.1491 - 1496, 2022-03-23

 11
2022-03-22
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization

Ni, Yang ;  Kim, Yeseong ;  Rosing, Tajana ;  Imani, Mohsen

Design Automation and Test in Europe Conference, pp.612 - 615, 2022-03-22

 10
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
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

 49
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

 49
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