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Zhuowen Zou
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2020 – today
- 2024
- [j5]Prathyush Poduval
, Yang Ni, Zhuowen Zou, Kai Ni, Mohsen Imani
:
NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace. Adv. Intell. Syst. 6(7) (2024) - [j4]Alejandro Hernández-Cano, Yang Ni, Zhuowen Zou, Ali Zakeri, Mohsen Imani:
Hyperdimensional computing with holographic and adaptive encoder. Frontiers Artif. Intell. 7 (2024) - [j3]Eman Hassan
, Zhuowen Zou
, Hanning Chen, Mohsen Imani, Yahya H. Zweiri, Hani H. Saleh, Baker Mohammad
:
Efficient event-based robotic grasping perception using hyperdimensional computing. Internet Things 26: 101207 (2024) - [j2]Ali Zakeri
, Zhuowen Zou, Hanning Chen, Hugo Latapie, Mohsen Imani:
Conjunctive block coding for hyperdimensional graph representation. Intell. Syst. Appl. 22: 200353 (2024) - [j1]Hamza Errahmouni Barkam
, Sanggeon Yun, Paul R. Genssler
, Che-Kai Liu
, Zhuowen Zou
, Hussam Amrouch
, Mohsen Imani
:
In-Memory Acceleration of Hyperdimensional Genome Matching on Unreliable Emerging Technologies. IEEE Trans. Circuits Syst. I Regul. Pap. 71(4): 1794-1807 (2024) - [c13]Prathyush Poduval, Zhuowen Zou, Mohsen Imani:
HDQMF: Holographic Feature Decomposition using Quantum Algorithms. CVPR 2024: 10978-10987 - [c12]Yang Ni
, William Youngwoo Chung
, Samuel Cho
, Zhuowen Zou
, Mohsen Imani
:
Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning. ACM Great Lakes Symposium on VLSI 2024: 111-118 - [i6]Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William Youngwoo Chung, Samuel Cho, Ranganath Krishnan, Pietro Mercati, Mohsen Imani:
HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. CoRR abs/2402.11223 (2024) - [i5]Hanning Chen, Yang Ni, Ali Zakeri, Zhuowen Zou, Sanggeon Yun, Fei Wen, Behnam Khaleghi, Narayan Srinivasa, Hugo Latapie, Mohsen Imani:
HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. CoRR abs/2403.05763 (2024) - [i4]Calvin Yeung, Zhuowen Zou, Mohsen Imani:
Generalized Holographic Reduced Representations. CoRR abs/2405.09689 (2024) - [i3]Prathyush Poduval, Zhuowen Zou, Alvaro Velasquez, Mohsen Imani:
Hyperdimensional Quantum Factorization. CoRR abs/2406.11889 (2024) - 2023
- [c11]Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani:
Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. DATE 2023: 1-2 - [c10]Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu
, Hussam Amrouch, Mohsen Imani:
HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE 2023: 1-6 - [c9]Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani:
Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. ICCAD 2023: 1-8 - [c8]Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani:
Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD 2023: 1-9 - 2022
- [c7]Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini
, Rosario Cammarota, Mohsen Imani:
BioHD: an efficient genome sequence search platform using HyperDimensional memorization. ISCA 2022: 656-669 - 2021
- [c6]Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini
, Mohsen Imani:
Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. DAC 2021: 781-786 - [c5]Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani:
StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC 2021: 1195-1200 - [c4]Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani:
ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. DATE 2021: 850-855 - [c3]Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing:
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. HPCA 2021: 221-234 - [c2]Arman Kazemi, Mohammad Mehdi Sharifi
, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu
, Mohsen Imani:
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. ISLPED 2021: 1-6 - [c1]Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani:
Scalable edge-based hyperdimensional learning system with brain-like neural adaptation. SC 2021: 38 - [i2]Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani:
MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. CoRR abs/2106.12029 (2021) - [i1]Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani:
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. CoRR abs/2110.00214 (2021)
Coauthor Index
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