| Revisiting hyperdimensional learning for fpga and low-power architectures M Imani, Z Zou, S Bosch, SA Rao, S Salamat, V Kumar, Y Kim, T Rosing 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 99 | 2021 |
| Scalable edge-based hyperdimensional learning system with brain-like neural adaptation Z Zou, Y Kim, F Imani, H Alimohamadi, R Cammarota, M Imani Proceedings of the International Conference for High Performance Computing …, 2021 | 75 | 2021 |
| Biohd: an efficient genome sequence search platform using hyperdimensional memorization Z Zou, H Chen, P Poduval, Y Kim, M Imani, E Sadredini, R Cammarota, ... Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 60 | 2022 |
| Mimhd: Accurate and efficient hyperdimensional inference using multi-bit in-memory computing A Kazemi, MM Sharifi, Z Zou, M Niemier, XS Hu, M Imani 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 40 | 2021 |
| Cognitive correlative encoding for genome sequence matching in hyperdimensional system P Poduval, Z Zou, X Yin, E Sadredini, M Imani 2021 58th ACM/IEEE Design Automation Conference (DAC), 781-786, 2021 | 34 | 2021 |
| Memory-inspired spiking hyperdimensional network for robust online learning Z Zou, H Alimohamadi, A Zakeri, F Imani, Y Kim, MH Najafi, M Imani Scientific reports 12 (1), 7641, 2022 | 32 | 2022 |
| Stochd: Stochastic hyperdimensional system for efficient and robust learning from raw data P Poduval, Z Zou, H Najafi, H Homayoun, M Imani 2021 58th ACM/IEEE Design Automation Conference (DAC), 1195-1200, 2021 | 32 | 2021 |
| Spiking hyperdimensional network: Neuromorphic models integrated with memory-inspired framework Z Zou, H Alimohamadi, F Imani, Y Kim, M Imani arXiv preprint arXiv:2110.00214, 2021 | 25 | 2021 |
| Manihd: Efficient hyper-dimensional learning using manifold trainable encoder Z Zou, Y Kim, MH Najafi, M Imani 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 850-855, 2021 | 24 | 2021 |
| Hdgim: Hyperdimensional genome sequence matching on unreliable highly scaled fefet HE Barkam, S Yun, PR Genssler, Z Zou, CK Liu, H Amrouch, M Imani 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 19 | 2023 |
| Eventhd: Robust and efficient hyperdimensional learning with neuromorphic sensor Z Zou, H Alimohamadi, Y Kim, MH Najafi, N Srinivasa, M Imani Frontiers in Neuroscience 16, 858329, 2022 | 19 | 2022 |
| Brain-inspired trustworthy hyperdimensional computing with efficient uncertainty quantification Y Ni, H Chen, P Poduval, Z Zou, P Mercati, M Imani 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 01-09, 2023 | 8 | 2023 |
| Efficient event-based robotic grasping perception using hyperdimensional computing E Hassan, Z Zou, H Chen, M Imani, Y Zweiri, H Saleh, B Mohammad Internet of Things 26, 101207, 2024 | 5 | 2024 |
| Hdreason: Algorithm-hardware codesign for hyperdimensional knowledge graph reasoning H Chen, Y Ni, A Zakeri, Z Zou, S Yun, F Wen, B Khaleghi, N Srinivasa, ... arXiv preprint arXiv:2403.05763, 2024 | 5 | 2024 |
| Conjunctive block coding for hyperdimensional graph representation A Zakeri, Z Zou, H Chen, H Latapie, M Imani Intelligent Systems with Applications 22, 200353, 2024 | 3 | 2024 |
| Generalized holographic reduced representations C Yeung, Z Zou, M Imani arXiv preprint arXiv:2405.09689, 2024 | 3 | 2024 |
| Hyperdimensional computing with holographic and adaptive encoder A Hernández-Cano, Y Ni, Z Zou, A Zakeri, M Imani Frontiers in Artificial Intelligence 7, 1371988, 2024 | 3 | 2024 |
| HEAL: Brain-inspired hyperdimensional efficient active learning Y Ni, Z Zou, W Huang, H Chen, WY Chung, S Cho, R Krishnan, P Mercati, ... arXiv preprint arXiv:2402.11223, 2024 | 3 | 2024 |
| NetHD: Neurally Inspired Integration of Communication and Learning in Hyperspace PP Poduval, Y Ni, Z Zou, K Ni, M Imani Advanced Intelligent Systems 6 (7), 2300841, 2024 | 2 | 2024 |
| HDQMF: Holographic Feature Decomposition Using Quantum Algorithms PP Poduval, Z Zou, M Imani Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |