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Justin Morris
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Bric: Locality-based encoding for energy-efficient brain-inspired hyperdimensional computing
M Imani, J Morris, J Messerly, H Shu, Y Deng, T Rosing
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
522019
Adapthd: Adaptive efficient training for brain-inspired hyperdimensional computing
M Imani, J Morris, S Bosch, H Shu, G De Micheli, T Rosing
2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019
272019
CompHD: Efficient hyperdimensional computing using model compression
J Morris, M Imani, S Bosch, A Thomas, H Shu, T Rosing
2019 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2019
172019
Thrifty: Training with hyperdimensional computing across flash hierarchy
S Gupta, J Morris, M Imani, R Ramkumar, J Yu, A Tiwari, B Aksanli, ...
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
152020
Wastewater and surface monitoring to detect COVID-19 in elementary school settings: The Safer at School Early Alert project
R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, R Salido, V Cantu, ...
Medrxiv, 2021.10. 19.21265226, 2021
102021
tiny-hd: Ultra-efficient hyperdimensional computing engine for iot applications
B Khaleghi, H Xu, J Morris, TŠ Rosing
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 408-413, 2021
102021
Hyperrec: Efficient recommender systems with hyperdimensional computing
Y Guo, M Imani, J Kang, S Salamat, J Morris, B Aksanli, Y Kim, T Rosing
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
92021
Hydrea: Towards more robust and efficient machine learning systems with hyperdimensional computing
J Morris, K Ergun, B Khaleghi, M Imani, B Aksanli, T Rosing
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 723-728, 2021
62021
SARS-CoV-2 infection of BNT162b2 (mRNA)-vaccinated individuals is not restricted to variants of concern or high-risk exposure environments
BR Magalis, C Mavian, M Tagliamonte, SN Rich, M Cash, A Riva, ...
medRxiv, 2021.05. 19.21257237, 2021
52021
Wastewater and surface monitoring to detect COVID-19 in elementary school settings: The Safer at School Early Alert project (preprint)
R Fielding-Miller, S Karthikeyan, T Gaines, RS Garfein, R Salido, V Cantu, ...
42021
Locality-based encoder and model quantization for efficient hyper-dimensional computing
J Morris, R Fernando, Y Hao, M Imani, B Aksanli, T Rosing
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
32021
HyperSpike: HyperDimensional computing for more efficient and robust spiking neural networks
J Morris, HW Lui, K Stewart, B Khaleghi, A Thomas, T Marback, B Aksanli, ...
2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 664-669, 2022
22022
Stochastic-HD: leveraging stochastic computing on hyper-dimensional computing
Y Hao, S Gupta, J Morris, B Khaleghi, B Aksanli, T Rosing
2021 IEEE 39th International Conference on Computer Design (ICCD), 321-325, 2021
22021
Efficient associative search in brain-inspired hyperdimensional computing
M Imani, J Morris, H Shu, S Li, T Rosing
IEEE Design & Test 37 (1), 28-35, 2019
22019
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy
S Gupta, B Khaleghi, S Salamat, J Morris, R Ramkumar, J Yu, A Tiwari, ...
ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-25, 2022
12022
GENERIC: highly efficient learning engine on edge using hyperdimensional computing
B Khaleghi, J Kang, H Xu, J Morris, T Rosing
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1117-1122, 2022
12022
Swapping metagenomics preprocessing pipeline components offers speed and sensitivity increases
G Armstrong, C Martino, J Morris, B Khaleghi, J Kang, J DeReus, Q Zhu, ...
Msystems 7 (2), e01378-21, 2022
12022
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration
A Sokolova, M Imani, A Huang, R Garcia, J Morris, T Rosing, B Aksanli
2021 22nd International Symposium on Quality Electronic Design (ISQED), 444-449, 2021
12021
Multi-label HD Classification in 3D Flash
J Morris, Y Hao, S Gupta, R Ramkumar, J Yu, M Imani, B Aksanli, ...
2020 IFIP/IEEE 28th International Conference on Very Large Scale Integration …, 2020
12020
DNA Sequencing using Brain-inspired Hyperdimensional Computing
M Imani, T Nassar, J Morris, T Rosing
UC San Diego La Jolla United States, 2019
12019
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