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ORCIDAbdullah M. Zyarah
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2020 – today
- 2024
[j5]Abdullah M. Zyarah
, Alaa M. Abdul-Hadi, Dhireesha Kudithipudi:
Reservoir Network With Structural Plasticity for Human Activity Recognition. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3228-3238 (2024)- [c12]Vedant Karia, Abdullah M. Zyarah, Dhireesha Kudithipudi:
PositCL: Compact Continual Learning with Posit Aware Quantization. ACM Great Lakes Symposium on VLSI 2024: 645-650 - [i7]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System. CoRR abs/2405.13347 (2024) - 2023
- [i6]Dhireesha Kudithipudi, Anurag Reddy Daram, Abdullah M. Zyarah, Fatima Tuz Zohora, James B. Aimone, Angel Yanguas-Gil, Nicholas Soures, Emre Neftci, Matthew Mattina, Vincenzo Lomonaco, Clare D. Thiem, Benjamin R. Epstein:
Design Principles for Lifelong Learning AI Accelerators. CoRR abs/2310.04467 (2023) - 2021
- [c11]Hamed Fatemi Langroudi, Vedant Karia, Zachariah Carmichael, Abdullah M. Zyarah, Tej Pandit, John L. Gustafson, Dhireesha Kudithipudi:
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS. CVPR Workshops 2021: 3100-3109 - [c10]Fatima Tuz Zohora, Vedant Karia, Anurag Reddy Daram, Abdullah M. Zyarah, Dhireesha Kudithipudi:
MetaplasticNet: Architecture with Probabilistic Metaplastic Synapses for Continual Learning. ISCAS 2021: 1-5 - 2020
- [j4]Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi:
Neuromorphic System for Spatial and Temporal Information Processing. IEEE Trans. Computers 69(8): 1099-1112 (2020) - [c9]Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi:
Metaplasticity in Multistate Memristor Synaptic Networks. ISCAS 2020: 1-5 - [c8]Sumin Jot, Abdullah M. Zyarah, Santosh Kurinec, Kai Ni, Fatima Tuz Zohora, Dhireesha Kudithipudi:
FeFET-Based Neuromorphic Architecture with On-Device Feedback Alignment Training. ISQED 2020: 317-322 - [i5]Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi:
Metaplasticity in Multistate Memristor Synaptic Networks. CoRR abs/2003.11638 (2020) - [i4]Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi:
End-to-End Memristive HTM System for Pattern Recognition and Sequence Prediction. CoRR abs/2006.11958 (2020)
2010 – 2019
- 2019
- [j3]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis. ACM J. Emerg. Technol. Comput. Syst. 15(3): 24:1-24:24 (2019) - [j2]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Neuromorphic Architecture for the Hierarchical Temporal Memory. IEEE Trans. Emerg. Top. Comput. Intell. 3(1): 4-14 (2019) - [c7]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Neuromemristive Multi-Layer Random Projection Network with On-Device Learning. IJCNN 2019: 1-8 - 2018
- [j1]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Semi-Trained Memristive Crossbar Computing Engine with In Situ Learning Accelerator. ACM J. Emerg. Technol. Comput. Syst. 14(4): 43:1-43:16 (2018) - [c6]Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi:
On-Device Learning in Memristor Spiking Neural Networks. ISCAS 2018: 1-5 - [i3]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Neuromorphic Architecture for the Hierarchical Temporal Memory. CoRR abs/1808.05839 (2018) - [i2]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Semi-Trained Memristive Crossbar Computing Engine with In-Situ Learning Accelerator. CoRR abs/1808.07329 (2018) - [i1]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis. CoRR abs/1812.10730 (2018) - 2017
- [c5]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Extreme learning machine as a generalizable classification engine. IJCNN 2017: 3371-3376 - [c4]Abdullah M. Zyarah, Nicholas Soures, Lydia Hays, Robin Jacobs-Gedrim, Sapan Agarwal, Matthew J. Marinella, Dhireesha Kudithipudi:
Ziksa: On-chip learning accelerator with memristor crossbars for multilevel neural networks. ISCAS 2017: 1-4 - [c3]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Invited paper: Resource sharing in feed forward neural networks for energy efficiency. MWSCAS 2017: 543-546 - [c2]Nicholas Soures, Lydia Hays, Eric Bohannon, Abdullah M. Zyarah, Dhireesha Kudithipudi:
On-device STDP and synaptic normalization for neuromemristive spiking neural network. MWSCAS 2017: 1081-1084 - 2015
- [c1]Abdullah M. Zyarah, Dhireesha Kudithipudi:
Reconfigurable hardware architecture of the spatial pooler for hierarchical temporal memory. SoCC 2015: 143-153
Coauthor Index
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