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Issue Date Title Author(s) Journal View
2022-02-22
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression

Park, Jisung ;  Kim, Jeonggyun ;  Kim, Yeseong ;  Lee, Sungjin ;  Mutlu, Onur

USENIX Conference on File and Storage Technologies, pp.247 - 263, 2022-02-22

 11
2022-03-17
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge

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

Design Automation and Test in Europe Conference, pp.292 - 297, 2022-03-17

 10
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
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

 131
2022-04
COSMO: Computing with Stochastic Numbers in Memory

Gupta, Saransh ;  Imani, Mohsen ;  Sim, Joonseop ;  Huang, Andrew ;  Wu, Fan ;  Kang, Jaeyoung ;  Kim, Yeseong ;  Rosing, Tajana Simunic

ACM Journal on Emerging Technologies in Computing Systems, v.18, no.2, pp.1 - 25, 2022-04

 130
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

 133
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