Abdullah M. Zyarah

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Reconfigurable Hardware

Hierarchical Temporal Memory

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

Vedant Karia, Abdullah M. Zyarah, Dhireesha Kudithipudi
PositCL: Compact Continual Learning with Posit Aware Quantization. ACM Great Lakes Symposium on VLSI (2024)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Time-Series Forecasting and Sequence Learning Using Memristor-based Reservoir System. CoRR (2024)
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 (2023)
Fatima Tuz Zohora, Vedant Karia, Anurag Reddy Daram, Abdullah M. Zyarah, Dhireesha Kudithipudi
MetaplasticNet: Architecture with Probabilistic Metaplastic Synapses for Continual Learning. ISCAS (2021)
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)
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)
Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
Metaplasticity in Multistate Memristor Synaptic Networks. CoRR (2020)
Fatima Tuz Zohora, Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
Metaplasticity in Multistate Memristor Synaptic Networks. ISCAS (2020)
Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi
Neuromorphic System for Spatial and Temporal Information Processing. IEEE Trans. Computers 69 (8) (2020)
Abdullah M. Zyarah, Kevin Gomez, Dhireesha Kudithipudi
End-to-End Memristive HTM System for Pattern Recognition and Sequence Prediction. CoRR (2020)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Neuromorphic Architecture for the Hierarchical Temporal Memory. IEEE Trans. Emerg. Top. Comput. Intell. 3 (1) (2019)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Neuromemristive Multi-Layer Random Projection Network with On-Device Learning. IJCNN (2019)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis. ACM J. Emerg. Technol. Comput. Syst. 15 (3) (2019)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Neuromorphic Architecture for the Hierarchical Temporal Memory. CoRR (2018)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Neuromemrisitive Architecture of HTM with On-Device Learning and Neurogenesis. CoRR (2018)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Learning Accelerator. ACM J. Emerg. Technol. Comput. Syst. 14 (4) (2018)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Semi-Trained Memristive Crossbar Computing Engine with In-Situ Learning Accelerator. CoRR (2018)
Abdullah M. Zyarah, Nicholas Soures, Dhireesha Kudithipudi
On-Device Learning in Memristor Spiking Neural Networks. ISCAS (2018)
Nicholas Soures, Lydia Hays, Eric Bohannon, Abdullah M. Zyarah, Dhireesha Kudithipudi
On-device STDP and synaptic normalization for neuromemristive spiking neural network. MWSCAS (2017)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Invited paper: Resource sharing in feed forward neural networks for energy efficiency. MWSCAS (2017)
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)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Extreme learning machine as a generalizable classification engine. IJCNN (2017)
Abdullah M. Zyarah, Dhireesha Kudithipudi
Reconfigurable hardware architecture of the spatial pooler for hierarchical temporal memory. SoCC (2015)